handy/train/1_Process_Data.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Handy\n",
    "## Process data\n",
    "Now that you have your frames recorded (if not, see [gathering data](0_Gather_Data.ipynb)), let's process it.\n",
    "\n",
    "The most effective way I came up with to recognize different \"pose gestures\" is probably to calculate angles between specific joints, as shown in the figure below.\n",
    "\n",
    "![Angles](./angles.png)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: opencv-python in d:\\apps\\anaconda3\\envs\\handy\\lib\\site-packages (4.8.0.76)\n",
      "Requirement already satisfied: mediapipe in c:\\users\\artur\\appdata\\roaming\\python\\python311\\site-packages (0.10.3)\n",
      "Requirement already satisfied: numpy in d:\\apps\\anaconda3\\envs\\handy\\lib\\site-packages (1.24.3)\n",
      "Requirement already satisfied: pandas in d:\\apps\\anaconda3\\envs\\handy\\lib\\site-packages (2.0.3)\n",
      "Requirement already satisfied: absl-py in c:\\users\\artur\\appdata\\roaming\\python\\python311\\site-packages (from mediapipe) (1.4.0)\n",
      "Requirement already satisfied: attrs>=19.1.0 in c:\\users\\artur\\appdata\\roaming\\python\\python311\\site-packages (from mediapipe) (23.1.0)\n",
      "Requirement already satisfied: flatbuffers>=2.0 in d:\\apps\\anaconda3\\envs\\handy\\lib\\site-packages (from mediapipe) (23.5.26)\n",
      "Requirement already satisfied: matplotlib in c:\\users\\artur\\appdata\\roaming\\python\\python311\\site-packages (from mediapipe) (3.7.2)\n",
      "Requirement already satisfied: opencv-contrib-python in d:\\apps\\anaconda3\\envs\\handy\\lib\\site-packages (from mediapipe) (4.8.0.76)\n",
      "Requirement already satisfied: protobuf<4,>=3.11 in d:\\apps\\anaconda3\\envs\\handy\\lib\\site-packages (from mediapipe) (3.20.3)\n",
      "Requirement already satisfied: sounddevice>=0.4.4 in c:\\users\\artur\\appdata\\roaming\\python\\python311\\site-packages (from mediapipe) (0.4.6)\n",
      "Requirement already satisfied: python-dateutil>=2.8.2 in d:\\apps\\anaconda3\\envs\\handy\\lib\\site-packages (from pandas) (2.8.2)\n",
      "Requirement already satisfied: pytz>=2020.1 in d:\\apps\\anaconda3\\envs\\handy\\lib\\site-packages (from pandas) (2023.3)\n",
      "Requirement already satisfied: tzdata>=2022.1 in d:\\apps\\anaconda3\\envs\\handy\\lib\\site-packages (from pandas) (2023.3)\n",
      "Requirement already satisfied: six>=1.5 in d:\\apps\\anaconda3\\envs\\handy\\lib\\site-packages (from python-dateutil>=2.8.2->pandas) (1.16.0)\n",
      "Requirement already satisfied: CFFI>=1.0 in d:\\apps\\anaconda3\\envs\\handy\\lib\\site-packages (from sounddevice>=0.4.4->mediapipe) (1.15.1)\n",
      "Requirement already satisfied: contourpy>=1.0.1 in c:\\users\\artur\\appdata\\roaming\\python\\python311\\site-packages (from matplotlib->mediapipe) (1.1.0)\n",
      "Requirement already satisfied: cycler>=0.10 in c:\\users\\artur\\appdata\\roaming\\python\\python311\\site-packages (from matplotlib->mediapipe) (0.11.0)\n",
      "Requirement already satisfied: fonttools>=4.22.0 in d:\\apps\\anaconda3\\envs\\handy\\lib\\site-packages (from matplotlib->mediapipe) (4.42.0)\n",
      "Requirement already satisfied: kiwisolver>=1.0.1 in d:\\apps\\anaconda3\\envs\\handy\\lib\\site-packages (from matplotlib->mediapipe) (1.4.4)\n",
      "Requirement already satisfied: packaging>=20.0 in c:\\users\\artur\\appdata\\roaming\\python\\python311\\site-packages (from matplotlib->mediapipe) (23.1)\n",
      "Requirement already satisfied: pillow>=6.2.0 in d:\\apps\\anaconda3\\envs\\handy\\lib\\site-packages (from matplotlib->mediapipe) (10.0.0)\n",
      "Requirement already satisfied: pyparsing<3.1,>=2.3.1 in d:\\apps\\anaconda3\\envs\\handy\\lib\\site-packages (from matplotlib->mediapipe) (3.0.9)\n",
      "Requirement already satisfied: pycparser in d:\\apps\\anaconda3\\envs\\handy\\lib\\site-packages (from CFFI>=1.0->sounddevice>=0.4.4->mediapipe) (2.21)\n",
      "Note: you may need to restart the kernel to use updated packages.\n"
     ]
    }
   ],
   "source": [
    "%pip install opencv-python mediapipe numpy pandas"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "from os import path\n",
    "\n",
    "\n",
    "if not path.exists(\"frames/\"):\n",
    "    print(\"Frames directory not found!\")\n",
    "    exit(-1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "POSES = {\n",
    "    '0': '0.png',\n",
    "    '1': '1.png',\n",
    "    '2': '2.png',\n",
    "    '3': '3.png',\n",
    "    '4': '4.png',\n",
    "    '5': '5.png',\n",
    "    '6': '6.png',\n",
    "    '7': '7.png',\n",
    "    '8': '8.png',\n",
    "    '9': '9.png',\n",
    "    '10': '10.png',\n",
    "    '11': '11.png',\n",
    "    '12': '12.png',\n",
    "}\n",
    "\n",
    "\n",
    "HANDY_WINDOW = \"Handy\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "\n",
    "def calculate_angle(a, b, c):\n",
    "    \"\"\"\n",
    "    Calculates the angle ABC given (x, y) of A, B and C \n",
    "\n",
    "    Args:\n",
    "        a (x, y)\n",
    "        b (x, y)\n",
    "        c (x, y)\n",
    "\n",
    "    Returns:\n",
    "        float: Angle (degrees)\n",
    "    \"\"\"\n",
    "    # Define points\n",
    "    A = np.array(a)\n",
    "    B = np.array(b)\n",
    "    C = np.array(c)\n",
    "\n",
    "    # Calculate vectors\n",
    "    BA = A - B\n",
    "    BC = C - B\n",
    "\n",
    "    # Calculate the cosine of the angle\n",
    "    cosine_angle = np.dot(BA, BC) / (np.linalg.norm(BA) * np.linalg.norm(BC))\n",
    "\n",
    "    # Calculate the angle and convert it to degrees\n",
    "    angle = np.arccos(cosine_angle)\n",
    "    angle_deg = np.degrees(angle)\n",
    "\n",
    "    return angle_deg\n",
    "\n",
    "def calculate_angle_from_obj(a, b, c):\n",
    "    a = (a.x, a.y)  # First\n",
    "    b = (b.x, b.y)  # Mid - the angle corner\n",
    "    c = (c.x, c.y)  # End\n",
    "\n",
    "    return calculate_angle(a, b, c)\n",
    "\n",
    "def check_similarity(previous_angles: list[float], new_angles: list[float], threshold: int = 5) -> bool:\n",
    "    \"\"\"\n",
    "    To prevent wrong data caused by corrupted frames, check if the angles differ much from the previous ones\n",
    "\n",
    "    Args:\n",
    "        previous_angles\n",
    "        new_angles\n",
    "        threshold (int, optional): Max difference between previous and current angle. Defaults to 10.\n",
    "\n",
    "    Returns:\n",
    "        bool: If false, the angles differ from each other much\n",
    "    \"\"\"\n",
    "    # Check if the lists have the same length\n",
    "    if len(previous_angles) != len(new_angles):\n",
    "        return False\n",
    "\n",
    "    # Zip the items from both the lists and compare them\n",
    "    for prev, curr in zip(previous_angles, new_angles):\n",
    "        if abs(prev - curr) > threshold:\n",
    "            return False  # Difference is greater than the threshold for at least one pair of elements\n",
    "\n",
    "    return True\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "from os import path\n",
    "import time\n",
    "import cv2\n",
    "import mediapipe as mp\n",
    "import numpy as np\n",
    "\n",
    "mp_drawing = mp.solutions.drawing_utils\n",
    "mp_holistic = mp.solutions.holistic\n",
    "\n",
    "def handle_frame(frame: cv2.typing.MatLike, holistic, class_name: str, previous_angles: list[float]) -> tuple[list[float], bool]:\n",
    "    \"\"\"\n",
    "        Handle a single frame\n",
    "\n",
    "    Args:\n",
    "        frame (cv2.typing.MatLike): The current frame\n",
    "        holistic\n",
    "        class_name (str): Current class_name\n",
    "\n",
    "    Returns:\n",
    "        tuple[list[float], bool]: A list of angles, whether the angles are similar to the previous ones\n",
    "    \"\"\"\n",
    "    # Recolor Feed\n",
    "    image = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB)\n",
    "    image.flags.writeable = False\n",
    "\n",
    "    # Make Detections\n",
    "    results = holistic.process(image)\n",
    "\n",
    "    if results.pose_landmarks is None:\n",
    "        return (None, False) # It means: no detections\n",
    "\n",
    "    # Pose Detections\n",
    "    mp_drawing.draw_landmarks(\n",
    "        image,\n",
    "        results.pose_landmarks,\n",
    "        mp_holistic.POSE_CONNECTIONS,\n",
    "        mp_drawing.DrawingSpec(color=(245, 117, 66), thickness=1, circle_radius=2),\n",
    "        mp_drawing.DrawingSpec(color=(245, 66, 230), thickness=1, circle_radius=1),\n",
    "    )\n",
    "    if results.pose_landmarks is not None:\n",
    "        # Calculate the angles\n",
    "        # See train/angles.png for more info\n",
    "\n",
    "        landmarks = results.pose_landmarks.landmark\n",
    "\n",
    "        angles = []\n",
    "        # Angle 0\n",
    "        angles.append(\n",
    "            calculate_angle_from_obj(landmarks[12], landmarks[14], landmarks[16])\n",
    "        )\n",
    "        # Angle 1\n",
    "        angles.append(\n",
    "            calculate_angle_from_obj(landmarks[11], landmarks[13], landmarks[15])\n",
    "        )\n",
    "        # Angle 2\n",
    "        angles.append(\n",
    "            calculate_angle_from_obj(landmarks[14], landmarks[12], landmarks[24])\n",
    "        )\n",
    "        # Angle 3\n",
    "        angles.append(\n",
    "            calculate_angle_from_obj(landmarks[13], landmarks[11], landmarks[23])\n",
    "        )\n",
    "        for index, angle in enumerate(angles):\n",
    "            cv2.putText(image, str(int(angle)), (0, 30 * (index + 1)), cv2.FONT_HERSHEY_SIMPLEX, 1, (255, 0, 255), 1)\n",
    "\n",
    "        # Check whether the current angles are similar to the previous ones - to prevent random jumps (e.g. corrupted frame)\n",
    "        are_similar = True if previous_angles is None else check_similarity(previous_angles, angles)\n",
    "        if not are_similar:\n",
    "            cv2.putText(image, str(\"SKIP!\"), (0, (len(angles) + 1) * 30), cv2.FONT_HERSHEY_SIMPLEX, 1, (255, 0, 0), 1)\n",
    "\n",
    "    cv2.imshow(HANDY_WINDOW, image)\n",
    "    return (angles, are_similar)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
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       "  '9_199.png']}"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import os\n",
    "\n",
    "# Prepare filelist\n",
    "items = os.listdir(\"frames/\")\n",
    "items = [item for item in items if item.endswith(\".png\")]\n",
    "\n",
    "def custom_sort_key(s):\n",
    "    parts = s.split(\"_\")\n",
    "    x = int(parts[0])\n",
    "    y = int(parts[1].split(\".\")[0])  # Remove the \".png\" extension and convert to int\n",
    "    return (x, y)\n",
    "items = sorted(items, key=custom_sort_key)\n",
    "\n",
    "# Convert the files into dict of class_name: items[]\n",
    "class_dict = {}\n",
    "for item in items:\n",
    "    class_name = item.split('_')[0]\n",
    "    if class_name in class_dict:\n",
    "        class_dict[class_name].append(item)\n",
    "    else:\n",
    "        class_dict[class_name] = [item]\n",
    "\n",
    "# Find the minimum length among all values\n",
    "min_length = min(len(values) for values in class_dict.values())\n",
    "\n",
    "# Balance the counts - there should be an equal amount of each item\n",
    "class_dict = {key: values[:min_length] if len(values) > min_length else values for key, values in class_dict.items()}\n",
    "\n",
    "assert(sum(len(item) for item in class_dict.values()) / min_length == len(class_dict))\n",
    "\n",
    "class_dict"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[OK] Frame 0_0.png (class: 0) processed in 0.205447s. Angles: [177.5954942472964, 177.8460593979314, 8.400244086168474, 7.837154569817856]\n",
      "[OK] Frame 0_1.png (class: 0) processed in 0.053175s. Angles: [177.57091149030435, 177.69133539819325, 8.477113195331155, 7.8623029298144]\n",
      "[OK] Frame 0_2.png (class: 0) processed in 0.051223s. Angles: [177.2765476948576, 176.92211215023931, 8.483803576106745, 8.131818868572113]\n",
      "[OK] Frame 0_3.png (class: 0) processed in 0.052254s. Angles: [177.40099648636757, 176.68301294758245, 8.400852337538604, 8.061234595071877]\n",
      "[OK] Frame 0_4.png (class: 0) processed in 0.053015s. Angles: [177.29706164041147, 176.46279493385427, 8.410297933012732, 8.085928465585786]\n",
      "[OK] Frame 0_5.png (class: 0) processed in 0.052064s. Angles: [177.12930400324885, 176.53206277904243, 8.489586613794929, 7.976466468519206]\n",
      "[OK] Frame 0_6.png (class: 0) processed in 0.057349s. Angles: [176.93833680325363, 176.7865811529179, 8.531397455142766, 7.802798456768741]\n",
      "[OK] Frame 0_7.png (class: 0) processed in 0.052653s. Angles: [177.0032863627807, 177.17815861414792, 8.46735901384655, 7.634674966598739]\n",
      "[OK] Frame 0_8.png (class: 0) processed in 0.054952s. Angles: [177.12638823712126, 177.6326666042642, 8.40211861014195, 7.444676314452748]\n",
      "[OK] Frame 0_9.png (class: 0) processed in 0.053856s. Angles: [177.115005603889, 177.8406784441319, 8.351856489413302, 7.3901542352713845]\n",
      "[OK] Frame 0_10.png (class: 0) processed in 0.051999s. Angles: [177.41353568446658, 177.93377160275813, 8.291761684097489, 7.34180347502684]\n",
      "[OK] Frame 0_11.png (class: 0) processed in 0.051881s. Angles: [177.64574021505186, 177.98277557824977, 8.24254851548424, 7.242955873351924]\n",
      "[OK] Frame 0_12.png (class: 0) processed in 0.053346s. Angles: [177.7582389224238, 178.1457112469905, 8.093593057021897, 7.2061282643775835]\n",
      "[OK] Frame 0_13.png (class: 0) processed in 0.052279s. Angles: [177.71160647307656, 178.34338805647448, 8.096708764659422, 7.081093268354008]\n",
      "[OK] Frame 0_14.png (class: 0) processed in 0.052319s. Angles: [177.6557848238708, 178.5238417488951, 8.056090446431503, 6.982821754892804]\n",
      "[OK] Frame 0_15.png (class: 0) processed in 0.051709s. Angles: [177.6949802020243, 178.60915980981505, 8.014278976877167, 6.867887124028073]\n",
      "[OK] Frame 0_16.png (class: 0) processed in 0.052241s. Angles: [177.72894770277182, 178.61078364343547, 7.986084618227809, 6.83867521352294]\n",
      "[OK] Frame 0_17.png (class: 0) processed in 0.053683s. Angles: [177.79792919655446, 178.59732511918205, 8.023592605600241, 6.842105415706381]\n",
      "[OK] Frame 0_18.png (class: 0) processed in 0.051173s. Angles: [177.75655308724757, 178.6538145993186, 8.069740482554218, 6.823458160883597]\n",
      "[OK] Frame 0_19.png (class: 0) processed in 0.051131s. Angles: [177.67582718967853, 178.7021330843207, 8.121570359178412, 6.787007105749143]\n",
      "[OK] Frame 0_20.png (class: 0) processed in 0.060757s. Angles: [177.54933754228702, 178.7234033421065, 8.202766028944737, 6.766453908093009]\n",
      "[OK] Frame 0_21.png (class: 0) processed in 0.060686s. Angles: [177.54445455215017, 178.68116386611078, 8.23702029219357, 6.784528627180788]\n",
      "[OK] Frame 0_22.png (class: 0) processed in 0.054057s. Angles: [177.55885263294783, 178.58878812541525, 8.239756780488957, 6.833018803999232]\n",
      "[OK] Frame 0_23.png (class: 0) processed in 0.051645s. Angles: [177.64171792465842, 178.55431270612831, 8.219991243539207, 6.892419608297218]\n",
      "[OK] Frame 0_24.png (class: 0) processed in 0.052293s. Angles: [177.72486231463094, 178.51762338526964, 8.167837752445555, 6.950187098390628]\n",
      "[OK] Frame 0_25.png (class: 0) processed in 0.051463s. Angles: [177.8118503039906, 178.50284863430997, 8.128253295259166, 6.997892402742809]\n",
      "[OK] Frame 0_26.png (class: 0) processed in 0.051681s. Angles: [177.8508994772608, 178.45257789019638, 8.12276892952116, 7.027963848704082]\n",
      "[OK] Frame 0_27.png (class: 0) processed in 0.051781s. Angles: [177.8814067751891, 178.48545708273554, 8.106888001124071, 7.052771947502686]\n",
      "[OK] Frame 0_28.png (class: 0) processed in 0.06362s. Angles: [177.93968805385163, 178.5163647600718, 8.137068088557218, 7.064626081907626]\n",
      "[OK] Frame 0_29.png (class: 0) processed in 0.052238s. Angles: [178.02994196442555, 178.5576873245943, 8.137635271237109, 7.069605044175191]\n",
      "[OK] Frame 0_30.png (class: 0) processed in 0.051151s. Angles: [178.16142217401972, 178.59403338722313, 8.111562419938645, 7.063081855274122]\n",
      "[OK] Frame 0_31.png (class: 0) processed in 0.052314s. Angles: [178.209439164529, 178.65753892266522, 8.112878034917781, 7.051328668983781]\n",
      "[OK] Frame 0_32.png (class: 0) processed in 0.053649s. Angles: [178.24949583204696, 178.75146221059507, 8.091368639840864, 7.021393065841872]\n",
      "[OK] Frame 0_33.png (class: 0) processed in 0.051984s. Angles: [178.28781248721353, 178.78883149063535, 8.067755760799637, 7.031026524750345]\n",
      "[OK] Frame 0_34.png (class: 0) processed in 0.055206s. Angles: [178.34541071374016, 178.79678805595225, 8.04539123812499, 7.069011114627789]\n",
      "[OK] Frame 0_35.png (class: 0) processed in 0.052785s. Angles: [178.44016013985626, 178.78837387514503, 8.022677572952992, 7.085778359246325]\n",
      "[OK] Frame 0_36.png (class: 0) processed in 0.052763s. Angles: [178.5533453353896, 178.74867012224107, 7.974343218721255, 7.11997953346287]\n",
      "[OK] Frame 0_37.png (class: 0) processed in 0.052629s. Angles: [178.66627207672948, 178.68811565808656, 7.93537614690604, 7.186005455045053]\n",
      "[OK] Frame 0_38.png (class: 0) processed in 0.051794s. Angles: [178.76387603749205, 178.53978440995346, 7.8997816666239, 7.272802997530905]\n",
      "[OK] Frame 0_39.png (class: 0) processed in 0.052831s. Angles: [178.82972464567675, 178.48696019505263, 7.87626300149194, 7.298600255446832]\n",
      "[OK] Frame 0_40.png (class: 0) processed in 0.055239s. Angles: [178.83646973195414, 178.48109748802773, 7.885681984666901, 7.304386384550296]\n",
      "[OK] Frame 0_41.png (class: 0) processed in 0.052766s. Angles: [178.84405981055778, 178.47404548636158, 7.901189764034406, 7.310512287677827]\n",
      "[OK] Frame 0_42.png (class: 0) processed in 0.05117s. Angles: [178.8597524371851, 178.48374752087983, 7.904375310389593, 7.319951946654913]\n",
      "[OK] Frame 0_43.png (class: 0) processed in 0.051299s. Angles: [178.8716515649906, 178.45277417637325, 7.907985522158942, 7.332098564963093]\n",
      "[OK] Frame 0_44.png (class: 0) processed in 0.053083s. Angles: [178.8923870829986, 178.4170341629528, 7.914706344849051, 7.350439990095516]\n",
      "[OK] Frame 0_45.png (class: 0) processed in 0.052403s. Angles: [178.89847349310728, 178.37095700408264, 7.931896490876376, 7.37689283035871]\n",
      "[OK] Frame 0_46.png (class: 0) processed in 0.050933s. Angles: [178.9071616334501, 178.3765865308784, 7.945154668995689, 7.400652797512563]\n",
      "[OK] Frame 0_47.png (class: 0) processed in 0.055645s. Angles: [178.9346895365052, 178.38227648887414, 7.953700889737719, 7.4113026319607105]\n",
      "[OK] Frame 0_48.png (class: 0) processed in 0.053104s. Angles: [178.9662250187056, 178.3394489236451, 7.9568936720967125, 7.448458818410041]\n",
      "[OK] Frame 0_49.png (class: 0) processed in 0.052184s. Angles: [179.02972432130642, 178.33454114883622, 7.932492674644817, 7.469997034762738]\n",
      "[OK] Frame 0_50.png (class: 0) processed in 0.052551s. Angles: [179.09172860760023, 178.35933772800666, 7.938719103548003, 7.459410508314065]\n",
      "[OK] Frame 0_51.png (class: 0) processed in 0.052819s. Angles: [178.98200394267957, 178.38038628701088, 7.996886926056647, 7.452790379712166]\n",
      "[OK] Frame 0_52.png (class: 0) processed in 0.052401s. Angles: [178.8791787799376, 178.41820214419872, 8.047611074775277, 7.437897242345322]\n",
      "[OK] Frame 0_53.png (class: 0) processed in 0.051767s. Angles: [178.7269002859283, 178.41732599944422, 8.111349618524713, 7.44351384074547]\n",
      "[OK] Frame 0_54.png (class: 0) processed in 0.051162s. Angles: [178.7059103419988, 178.42338222423106, 8.125675604721648, 7.445057987950615]\n",
      "[OK] Frame 0_55.png (class: 0) processed in 0.055043s. Angles: [178.671913534798, 178.43325184493074, 8.137455664458512, 7.4422551459056905]\n",
      "[OK] Frame 0_56.png (class: 0) processed in 0.052455s. Angles: [178.50303668712877, 178.43386469584155, 8.20340921360746, 7.447068686783937]\n",
      "[OK] Frame 0_57.png (class: 0) processed in 0.051228s. Angles: [178.27152122346317, 178.42539862625682, 8.319922691474941, 7.448044312450148]\n",
      "[OK] Frame 0_58.png (class: 0) processed in 0.051773s. Angles: [177.9162661930798, 178.36465860341363, 8.487560855496053, 7.448386633056007]\n",
      "[OK] Frame 0_59.png (class: 0) processed in 0.052014s. Angles: [177.65031765601412, 178.3955524848283, 8.62498689695967, 7.4358520431402475]\n",
      "[OK] Frame 0_60.png (class: 0) processed in 0.051862s. Angles: [177.4011379870173, 178.4506395926182, 8.72884177526919, 7.418058868259413]\n",
      "[OK] Frame 0_61.png (class: 0) processed in 0.051286s. Angles: [177.37059009115157, 178.56780522026062, 8.700393904967436, 7.351113273285532]\n",
      "[OK] Frame 0_62.png (class: 0) processed in 0.052097s. Angles: [177.01139218623285, 178.70773243110796, 8.81989100353602, 7.2252279314298224]\n",
      "[OK] Frame 0_63.png (class: 0) processed in 0.0515s. Angles: [176.98401735793814, 178.85100559691125, 8.773207092023418, 7.096212208711683]\n",
      "[OK] Frame 0_64.png (class: 0) processed in 0.052761s. Angles: [176.92600948408813, 179.0349291814693, 8.828176573464852, 6.953749466885349]\n",
      "[OK] Frame 0_65.png (class: 0) processed in 0.054301s. Angles: [176.61647952732525, 179.51464287934607, 8.815488656741605, 6.697259355448801]\n",
      "[OK] Frame 0_66.png (class: 0) processed in 0.051711s. Angles: [176.83590268182977, 179.56345558746952, 8.513901786133896, 6.581901003438048]\n",
      "[OK] Frame 0_67.png (class: 0) processed in 0.052146s. Angles: [176.9774305558747, 179.2723144075102, 8.284241114064317, 6.619710170635911]\n",
      "[OK] Frame 0_68.png (class: 0) processed in 0.052368s. Angles: [177.10978628585266, 178.37568743985886, 8.165278630589839, 6.995195209845127]\n",
      "[OK] Frame 0_69.png (class: 0) processed in 0.050568s. Angles: [177.24392926177325, 178.23750936400054, 8.138877144943809, 7.161491025575744]\n",
      "[OK] Frame 0_70.png (class: 0) processed in 0.052695s. Angles: [176.83081188262327, 178.85464469356887, 8.307974354714796, 7.098093383133161]\n",
      "[OK] Frame 0_71.png (class: 0) processed in 0.051717s. Angles: [176.41562929245129, 178.75486309364135, 8.282507643745012, 7.350998508583083]\n",
      "[OK] Frame 0_72.png (class: 0) processed in 0.053841s. Angles: [176.18816709132415, 178.7907575434247, 8.251141650321022, 7.464485957735743]\n",
      "[OK] Frame 0_73.png (class: 0) processed in 0.05143s. Angles: [176.2364645324417, 179.18772377791507, 8.182606711829443, 7.366650672640148]\n",
      "[OK] Frame 0_74.png (class: 0) processed in 0.051725s. Angles: [176.1111400509533, 179.29530527025747, 8.184335271780919, 7.297753906269251]\n",
      "[OK] Frame 0_75.png (class: 0) processed in 0.054846s. Angles: [176.0434335378258, 179.42594170646683, 8.054065908294719, 7.2637667257777965]\n",
      "[OK] Frame 0_76.png (class: 0) processed in 0.053053s. Angles: [175.9747315152094, 179.08605050351952, 7.919502786247652, 7.408880274684058]\n",
      "[OK] Frame 0_77.png (class: 0) processed in 0.055915s. Angles: [175.98667828906292, 178.61900757408185, 7.786951960579967, 7.6016448008956194]\n",
      "[OK] Frame 0_78.png (class: 0) processed in 0.054558s. Angles: [175.97172850586838, 178.32642561386507, 7.806314840716225, 7.627528211735408]\n",
      "[OK] Frame 0_79.png (class: 0) processed in 0.057236s. Angles: [176.04753135063712, 178.46459133666949, 7.726310559535892, 7.523253920148462]\n",
      "[OK] Frame 0_80.png (class: 0) processed in 0.058143s. Angles: [175.6667972157751, 178.1943984552009, 7.890113552623926, 7.572342768724631]\n",
      "[OK] Frame 0_81.png (class: 0) processed in 0.052616s. Angles: [175.58727803240552, 178.20039600149843, 7.855721483499516, 7.485249063600513]\n",
      "[OK] Frame 0_82.png (class: 0) processed in 0.051232s. Angles: [175.49447072908538, 177.74551095226968, 7.908488915197221, 7.591846610803083]\n",
      "[OK] Frame 0_83.png (class: 0) processed in 0.061422s. Angles: [175.3796197544879, 177.22565800915052, 8.004097918494544, 7.7706830314387325]\n",
      "[OK] Frame 0_84.png (class: 0) processed in 0.05179s. Angles: [175.52326393344083, 176.83705491758843, 7.993764882091052, 7.6688343552507545]\n",
      "[OK] Frame 0_85.png (class: 0) processed in 0.052602s. Angles: [175.34587973161197, 176.56542068278873, 8.094486552519957, 7.554932477928944]\n",
      "[OK] Frame 0_86.png (class: 0) processed in 0.051283s. Angles: [175.03944977592795, 176.42427379507666, 8.252897092486553, 7.430364321696317]\n",
      "[OK] Frame 0_87.png (class: 0) processed in 0.053408s. Angles: [174.75586460839975, 176.18165694373388, 8.34765627004738, 7.428362862137897]\n",
      "[OK] Frame 0_88.png (class: 0) processed in 0.052254s. Angles: [174.78860127527292, 176.31431300912928, 8.448070149869405, 7.259857999188397]\n",
      "[OK] Frame 0_89.png (class: 0) processed in 0.053828s. Angles: [174.89575233277532, 175.87984752171735, 8.457156103526192, 7.396035232834552]\n",
      "[OK] Frame 0_90.png (class: 0) processed in 0.052634s. Angles: [174.90569525088767, 175.31438227273892, 8.45264238081528, 7.5642933789046625]\n",
      "[OK] Frame 0_91.png (class: 0) processed in 0.051993s. Angles: [174.83077514442806, 174.72517804603217, 8.537956783971309, 7.713911003679499]\n",
      "[OK] Frame 0_92.png (class: 0) processed in 0.056271s. Angles: [174.81898403538057, 174.19867799203723, 8.603947325949653, 7.791192235245816]\n",
      "[OK] Frame 0_93.png (class: 0) processed in 0.059165s. Angles: [174.81056631574458, 173.71365325896673, 8.590339040567406, 7.773184561723185]\n",
      "[OK] Frame 0_94.png (class: 0) processed in 0.055277s. Angles: [174.70775716399777, 173.1320703569721, 8.612191814992846, 7.798351229087809]\n",
      "[OK] Frame 0_95.png (class: 0) processed in 0.051787s. Angles: [174.76145788058625, 172.71267010904063, 8.498507802636855, 7.737822221903184]\n",
      "[OK] Frame 0_96.png (class: 0) processed in 0.053171s. Angles: [174.93449914637284, 172.43714922499265, 8.399319386127246, 7.658724903666418]\n",
      "[OK] Frame 0_97.png (class: 0) processed in 0.051925s. Angles: [175.11735788370078, 172.54770412132262, 8.324063849966807, 7.43154271806544]\n",
      "[OK] Frame 0_98.png (class: 0) processed in 0.055685s. Angles: [175.08662993149315, 172.56237097130253, 8.224385388081416, 7.454225772306692]\n",
      "[OK] Frame 0_99.png (class: 0) processed in 0.054469s. Angles: [174.66523267519818, 172.33235515404874, 8.455059307718418, 7.663508991436099]\n",
      "[OK] Frame 0_100.png (class: 0) processed in 0.05778s. Angles: [173.786082691981, 172.33337702743677, 8.900333077142882, 7.889049173806407]\n",
      "[OK] Frame 0_101.png (class: 0) processed in 0.055538s. Angles: [174.01958828945044, 172.93766976888614, 8.827302687785936, 7.895689831721811]\n",
      "[OK] Frame 0_102.png (class: 0) processed in 0.051842s. Angles: [174.88656024798783, 173.7303789534363, 8.378642606584675, 7.59586667794198]\n",
      "[OK] Frame 0_103.png (class: 0) processed in 0.051664s. Angles: [175.2654985388965, 174.72523356671593, 8.27787489931718, 7.481693269935123]\n",
      "[OK] Frame 0_104.png (class: 0) processed in 0.055302s. Angles: [175.27099835362907, 175.57503160306257, 8.229629157175413, 7.3151330133531065]\n",
      "[OK] Frame 0_105.png (class: 0) processed in 0.052125s. Angles: [174.93284904290897, 175.91689059471196, 8.487802425099568, 7.273773312395827]\n",
      "[OK] Frame 0_106.png (class: 0) processed in 0.051917s. Angles: [174.8873365069303, 176.20386861991375, 8.479644980918666, 7.395325737206083]\n",
      "[OK] Frame 0_107.png (class: 0) processed in 0.051713s. Angles: [174.81539650966715, 176.24966723927, 8.45692625619861, 7.570030038417221]\n",
      "[OK] Frame 0_108.png (class: 0) processed in 0.053111s. Angles: [174.973815911217, 176.49938994156858, 8.53350696625345, 7.76221495417855]\n",
      "[OK] Frame 0_109.png (class: 0) processed in 0.054607s. Angles: [175.337950398532, 176.60080894820305, 8.458314438402638, 8.085412369315634]\n",
      "[OK] Frame 0_110.png (class: 0) processed in 0.052609s. Angles: [175.46055483583356, 177.1663362972713, 8.562727387750286, 7.974832866505032]\n",
      "[OK] Frame 0_111.png (class: 0) processed in 0.051432s. Angles: [175.70152848393738, 177.56020176339294, 8.483071916857563, 7.77164771213831]\n",
      "[OK] Frame 0_112.png (class: 0) processed in 0.053435s. Angles: [176.3416036522356, 177.57575507706807, 8.328459872999368, 8.083510795403585]\n",
      "[OK] Frame 0_113.png (class: 0) processed in 0.05234s. Angles: [175.92033561351454, 178.10230523851422, 8.654891144094137, 7.974091115996524]\n",
      "[OK] Frame 0_114.png (class: 0) processed in 0.053778s. Angles: [175.57362874048104, 178.73784852834922, 8.834763455110853, 7.845868257331509]\n",
      "[OK] Frame 0_115.png (class: 0) processed in 0.050833s. Angles: [175.33962145772034, 179.04378065327992, 9.127663158342651, 7.884671793593073]\n",
      "[OK] Frame 0_116.png (class: 0) processed in 0.052503s. Angles: [175.26074900747258, 179.3116272759897, 9.429709557302639, 7.779199922962598]\n",
      "[OK] Frame 0_117.png (class: 0) processed in 0.051797s. Angles: [175.46184911678066, 179.2069607293511, 9.549806518202898, 7.961286829770412]\n",
      "[OK] Frame 0_118.png (class: 0) processed in 0.050716s. Angles: [175.67218832965673, 179.49855889980088, 9.507146825671535, 8.040926415456441]\n",
      "[OK] Frame 0_119.png (class: 0) processed in 0.052034s. Angles: [175.5590853512086, 179.8795166057088, 9.84220502058049, 8.010055671455133]\n",
      "[OK] Frame 0_120.png (class: 0) processed in 0.055067s. Angles: [175.07928857713128, 179.9897733274363, 10.201214941761794, 8.050510602603161]\n",
      "[OK] Frame 0_121.png (class: 0) processed in 0.061933s. Angles: [174.60238750146456, 179.95788845133234, 10.615915476045556, 8.07773797467361]\n",
      "[OK] Frame 0_122.png (class: 0) processed in 0.051855s. Angles: [174.3210862437445, 179.92779709668844, 10.842906034384912, 8.11632490454895]\n",
      "[OK] Frame 0_123.png (class: 0) processed in 0.051382s. Angles: [173.9483095255603, 179.91658605993183, 10.960419333645158, 8.093806435797635]\n",
      "[OK] Frame 0_124.png (class: 0) processed in 0.05167s. Angles: [173.99461649250952, 179.92732662619392, 10.90623470113952, 8.059032593507707]\n",
      "[OK] Frame 0_125.png (class: 0) processed in 0.052161s. Angles: [173.7949904812689, 179.97283443284823, 10.987075224018971, 8.040068646735934]\n",
      "[OK] Frame 0_126.png (class: 0) processed in 0.053644s. Angles: [173.2860439989964, 179.7857595405011, 11.01141276816117, 8.034766291778956]\n",
      "[OK] Frame 0_127.png (class: 0) processed in 0.051594s. Angles: [172.91569092498833, 179.31764793826403, 11.235273725816649, 8.130147793372572]\n",
      "[OK] Frame 0_128.png (class: 0) processed in 0.052514s. Angles: [172.13868232062686, 178.98196584551943, 11.135094870823854, 8.258588527290833]\n",
      "[OK] Frame 0_129.png (class: 0) processed in 0.052467s. Angles: [172.165027702868, 178.45739932717274, 10.839041006708479, 8.166431919843262]\n",
      "[OK] Frame 0_130.png (class: 0) processed in 0.054045s. Angles: [171.89720242268652, 178.01986534629518, 10.745112862932286, 8.161571039137149]\n",
      "[OK] Frame 0_131.png (class: 0) processed in 0.061972s. Angles: [171.85952459594935, 177.68032921685645, 10.817182236757446, 8.080485270066655]\n",
      "[OK] Frame 0_132.png (class: 0) processed in 0.053298s. Angles: [171.86368297280188, 177.3492388275886, 10.907829510940559, 7.918937009297097]\n",
      "[OK] Frame 0_133.png (class: 0) processed in 0.053192s. Angles: [171.65765571647935, 176.8146878161671, 11.084522227132588, 8.032177766720762]\n",
      "[OK] Frame 0_134.png (class: 0) processed in 0.054506s. Angles: [170.99707027508623, 176.1543978663523, 11.438488026638362, 8.321441540734488]\n",
      "[OK] Frame 0_135.png (class: 0) processed in 0.052394s. Angles: [170.33245103666343, 175.74657773202978, 11.83236737812513, 8.413611957424656]\n",
      "[OK] Frame 0_136.png (class: 0) processed in 0.055066s. Angles: [169.5745719002363, 175.26346530415017, 12.210518052344186, 8.608758980238823]\n",
      "[OK] Frame 0_137.png (class: 0) processed in 0.054406s. Angles: [169.33625580575895, 175.10262149873896, 12.437128184690767, 8.824624052802514]\n",
      "[OK] Frame 0_138.png (class: 0) processed in 0.0524s. Angles: [169.30622643993127, 175.66477726477854, 12.543476854238431, 8.670776760183738]\n",
      "[OK] Frame 0_139.png (class: 0) processed in 0.052752s. Angles: [168.46191142996773, 176.22113127838696, 13.164951242754777, 8.605830181789882]\n",
      "[OK] Frame 0_140.png (class: 0) processed in 0.055195s. Angles: [167.5264094330695, 176.37942274388212, 14.039775244949821, 8.691577461880797]\n",
      "[OK] Frame 0_141.png (class: 0) processed in 0.051957s. Angles: [167.0759930808274, 176.38006705431422, 14.59166579812318, 8.811258800627543]\n",
      "[OK] Frame 0_142.png (class: 0) processed in 0.051706s. Angles: [166.63971235370607, 176.36487415506113, 14.95587041943772, 9.121742592768575]\n",
      "[OK] Frame 0_143.png (class: 0) processed in 0.05207s. Angles: [166.93925662705897, 176.23269404166874, 14.867295690115583, 9.393190353779298]\n",
      "[OK] Frame 0_144.png (class: 0) processed in 0.053052s. Angles: [167.67249322158915, 176.1518937752464, 14.4676765608717, 9.515978101595]\n",
      "[OK] Frame 0_145.png (class: 0) processed in 0.06112s. Angles: [168.25441184848296, 175.5357343657986, 14.166570692032636, 9.822914061418638]\n",
      "[OK] Frame 0_146.png (class: 0) processed in 0.053153s. Angles: [168.29725082291577, 175.22678182766992, 14.001541386291677, 10.053582324452064]\n",
      "[OK] Frame 0_147.png (class: 0) processed in 0.053025s. Angles: [168.7438423390297, 175.19804440708873, 13.66511481303863, 10.108953758151568]\n",
      "[OK] Frame 0_148.png (class: 0) processed in 0.051369s. Angles: [169.50822750082594, 175.52677166346422, 13.28308426188911, 9.867221642666289]\n",
      "[OK] Frame 0_149.png (class: 0) processed in 0.051795s. Angles: [169.91778190871236, 175.07503250834066, 13.105194575453403, 9.820202516315433]\n",
      "[OK] Frame 0_150.png (class: 0) processed in 0.051762s. Angles: [171.18428802241598, 174.97761150755372, 12.392284820912677, 9.80422974631487]\n",
      "[OK] Frame 0_151.png (class: 0) processed in 0.053877s. Angles: [172.1420686202059, 175.0125197632799, 11.741250601677619, 9.763950664588362]\n",
      "[OK] Frame 0_152.png (class: 0) processed in 0.054504s. Angles: [174.43814741657104, 175.13754078413922, 10.448892727571293, 9.663807759737777]\n",
      "[OK] Frame 0_153.png (class: 0) processed in 0.051854s. Angles: [175.35666298668718, 175.19406033372601, 9.865813085573999, 9.66534039413213]\n",
      "[OK] Frame 0_154.png (class: 0) processed in 0.053246s. Angles: [176.0762594204879, 175.44631530317318, 9.368391264026236, 9.57863599517825]\n",
      "[OK] Frame 0_155.png (class: 0) processed in 0.051101s. Angles: [176.56917094617717, 175.58696552699874, 8.837895954110166, 9.54956553571862]\n",
      "[OK] Frame 0_156.png (class: 0) processed in 0.052669s. Angles: [176.60526288215956, 175.7916116158858, 8.67110712493499, 9.458954406613953]\n",
      "[OK] Frame 0_157.png (class: 0) processed in 0.051744s. Angles: [176.62466404663908, 175.92235933981294, 8.611461402910116, 9.428444861666657]\n",
      "[OK] Frame 0_158.png (class: 0) processed in 0.05205s. Angles: [176.5405892358774, 176.0577369217211, 8.593549323209242, 9.442107775724219]\n",
      "[OK] Frame 0_159.png (class: 0) processed in 0.052774s. Angles: [176.5262135716782, 176.19299500748465, 8.58173341330753, 9.449102012266115]\n",
      "[OK] Frame 0_160.png (class: 0) processed in 0.060239s. Angles: [176.5129942423482, 176.17877536105698, 8.584521873977826, 9.490363726220245]\n",
      "[OK] Frame 0_161.png (class: 0) processed in 0.051808s. Angles: [176.4963295211261, 176.21835710439893, 8.560780517636028, 9.480673285137389]\n",
      "[OK] Frame 0_162.png (class: 0) processed in 0.051669s. Angles: [176.62208095250216, 176.2762959196904, 8.499666648252314, 9.451820727544593]\n",
      "[OK] Frame 0_163.png (class: 0) processed in 0.051011s. Angles: [176.87373633432279, 176.6082811444227, 8.309061874343906, 9.333328626920942]\n",
      "[OK] Frame 0_164.png (class: 0) processed in 0.052117s. Angles: [176.91781198572878, 177.2590867161669, 8.30469652630493, 8.953851657792256]\n",
      "[OK] Frame 0_165.png (class: 0) processed in 0.051689s. Angles: [177.04418161049222, 177.48419801393163, 8.171103217612389, 8.680174467785728]\n",
      "[OK] Frame 0_166.png (class: 0) processed in 0.05346s. Angles: [177.03005707823706, 177.32202186902933, 8.013543229228855, 8.686036858154266]\n",
      "[OK] Frame 0_167.png (class: 0) processed in 0.050756s. Angles: [177.05167856548476, 177.78478139310172, 7.854464361497674, 8.328935031182747]\n",
      "[OK] Frame 0_168.png (class: 0) processed in 0.061886s. Angles: [177.16235875191165, 177.68628311555628, 7.62518990522621, 8.056483684001808]\n",
      "[OK] Frame 0_169.png (class: 0) processed in 0.057848s. Angles: [177.29910267093052, 177.52979544617025, 7.352183778119928, 8.0296357598509]\n",
      "[OK] Frame 0_170.png (class: 0) processed in 0.057282s. Angles: [177.39994766370685, 178.51940887409197, 7.247354986326013, 7.4967426170485]\n",
      "[OK] Frame 0_171.png (class: 0) processed in 0.051732s. Angles: [177.28334524644302, 178.219268981072, 7.240411107238416, 7.522833327342137]\n",
      "[OK] Frame 0_172.png (class: 0) processed in 0.054323s. Angles: [176.53904908706934, 177.59028279315947, 7.596638664060513, 7.70110511147343]\n",
      "[OK] Frame 0_173.png (class: 0) processed in 0.051689s. Angles: [176.2125327505957, 178.2897098487861, 7.708351934296381, 7.28554083635637]\n",
      "[OK] Frame 0_174.png (class: 0) processed in 0.052804s. Angles: [175.92785863462424, 178.57656092797325, 7.767344268457835, 7.093785947880529]\n",
      "[OK] Frame 0_175.png (class: 0) processed in 0.051586s. Angles: [175.74156275830262, 178.9366760295001, 7.723465952606804, 6.754386410388036]\n",
      "[OK] Frame 0_176.png (class: 0) processed in 0.052174s. Angles: [175.4005772447318, 178.6826545493574, 7.826812482346976, 6.784861111675948]\n",
      "[OK] Frame 0_177.png (class: 0) processed in 0.051683s. Angles: [175.45109322367406, 178.54643776128177, 7.685730741481723, 6.817869646079494]\n",
      "[OK] Frame 0_178.png (class: 0) processed in 0.059656s. Angles: [175.2972309196442, 178.33981092015136, 7.7153202747880245, 6.845005869825699]\n",
      "[OK] Frame 0_179.png (class: 0) processed in 0.051816s. Angles: [174.9997431085776, 177.29741458263956, 7.74004627196116, 7.1815989583125575]\n",
      "[OK] Frame 0_180.png (class: 0) processed in 0.051293s. Angles: [174.83995890936467, 176.79154794420185, 7.813453162367189, 7.312116432337778]\n",
      "[OK] Frame 0_181.png (class: 0) processed in 0.05781s. Angles: [174.86396179908203, 176.7455195074717, 7.6744540553454526, 7.387067304698198]\n",
      "[OK] Frame 0_182.png (class: 0) processed in 0.0528s. Angles: [175.04164587521967, 176.34386697470896, 7.559941300134704, 7.5996684869145135]\n",
      "[OK] Frame 0_183.png (class: 0) processed in 0.051868s. Angles: [174.72815909291035, 176.3139802757959, 7.626785583309623, 7.729376110379445]\n",
      "[OK] Frame 0_184.png (class: 0) processed in 0.061817s. Angles: [174.32809025528937, 176.70293017022763, 7.740008287389457, 7.6224300539948135]\n",
      "[OK] Frame 0_185.png (class: 0) processed in 0.05422s. Angles: [173.8519706426644, 177.09043938347244, 7.776444293716023, 7.557888491429522]\n",
      "[OK] Frame 0_186.png (class: 0) processed in 0.052866s. Angles: [173.04404691766072, 176.84119516693244, 7.961766329583332, 7.781622312698812]\n",
      "[OK] Frame 0_187.png (class: 0) processed in 0.052006s. Angles: [172.1280319852792, 176.74571945086535, 8.345946126566032, 7.966692520283848]\n",
      "[OK] Frame 0_188.png (class: 0) processed in 0.052243s. Angles: [171.8060214508452, 176.89046916371638, 8.497224303703106, 7.8573418268545865]\n",
      "[OK] Frame 0_189.png (class: 0) processed in 0.051791s. Angles: [171.9270882363972, 176.82703499576633, 8.458339769120323, 7.895495375505533]\n",
      "[OK] Frame 0_190.png (class: 0) processed in 0.051001s. Angles: [171.78050926388605, 176.08953911835496, 8.528282586114033, 8.297765471755257]\n",
      "[OK] Frame 0_191.png (class: 0) processed in 0.052473s. Angles: [171.33309616174358, 176.1320346509041, 8.764854009956982, 8.227783598529802]\n",
      "[OK] Frame 0_192.png (class: 0) processed in 0.060928s. Angles: [171.37363520097463, 176.36883912655844, 8.868972975538817, 8.187733133253065]\n",
      "[OK] Frame 0_193.png (class: 0) processed in 0.050981s. Angles: [171.471011689398, 176.58210001628183, 8.81388221117342, 8.115024086502626]\n",
      "[OK] Frame 0_194.png (class: 0) processed in 0.053183s. Angles: [171.57267509258838, 176.79406120416277, 8.896331295001415, 8.034688349083217]\n",
      "[OK] Frame 0_195.png (class: 0) processed in 0.051689s. Angles: [172.09258165028356, 177.1542397565243, 8.792993857419301, 7.855474042237456]\n",
      "[OK] Frame 0_196.png (class: 0) processed in 0.052283s. Angles: [172.67155333500173, 177.25128881320293, 8.751308647286208, 7.844709597541397]\n",
      "[OK] Frame 0_197.png (class: 0) processed in 0.050682s. Angles: [173.211161829595, 177.27954491876585, 8.91881454763833, 7.939714101451922]\n",
      "[OK] Frame 0_198.png (class: 0) processed in 0.051785s. Angles: [173.46856607665833, 177.3589860033117, 9.15125458429122, 8.093016008592771]\n",
      "[OK] Frame 0_199.png (class: 0) processed in 0.053234s. Angles: [173.56659477798144, 177.84286334588506, 9.415980406979562, 8.131430252310864]\n",
      "[OK] Frame 1_0.png (class: 1) processed in 0.053569s. Angles: [75.5933321129537, 179.44358522024967, 83.77553042422589, 7.40881459050875]\n",
      "[OK] Frame 1_1.png (class: 1) processed in 0.051059s. Angles: [77.25240077086353, 179.1896957491629, 88.46687719097041, 7.455318771174258]\n",
      "[OK] Frame 1_2.png (class: 1) processed in 0.067331s. Angles: [77.20148223752386, 179.48040636964362, 89.51377451991058, 7.581423975504637]\n",
      "[OK] Frame 1_3.png (class: 1) processed in 0.051339s. Angles: [76.58409617012003, 179.6194277763227, 89.52664248758454, 7.635906844941071]\n",
      "[OK] Frame 1_4.png (class: 1) processed in 0.053169s. Angles: [75.69566054071666, 179.55386047793692, 88.88917690403923, 7.610075408606702]\n",
      "[OK] Frame 1_5.png (class: 1) processed in 0.051661s. Angles: [74.94757011596539, 179.43713482701247, 88.3804353970024, 7.5902765335069216]\n",
      "[OK] Frame 1_6.png (class: 1) processed in 0.050798s. Angles: [75.59597396096707, 179.48096083063697, 89.35427730916037, 7.568127943990017]\n",
      "[OK] Frame 1_7.png (class: 1) processed in 0.052076s. Angles: [75.73968037220044, 179.32503762541646, 90.07390753701684, 7.43479671966711]\n",
      "[OK] Frame 1_8.png (class: 1) processed in 0.052859s. Angles: [74.85967024305253, 179.4451594525212, 89.59180774253224, 7.461960253088586]\n",
      "[OK] Frame 1_9.png (class: 1) processed in 0.051247s. Angles: [74.22707925516657, 179.18673410232, 89.22415033540999, 7.306855839244141]\n",
      "[OK] Frame 1_10.png (class: 1) processed in 0.051213s. Angles: [73.7106078541848, 178.95202864245883, 88.89458396647188, 7.148537437195373]\n",
      "[OK] Frame 1_11.png (class: 1) processed in 0.051703s. Angles: [73.42788913308758, 178.7611440422232, 88.46758935693643, 7.016719762530423]\n",
      "[OK] Frame 1_12.png (class: 1) processed in 0.05394s. Angles: [73.12655781243377, 178.54394247836922, 88.10703351001233, 6.86914601290965]\n",
      "[OK] Frame 1_13.png (class: 1) processed in 0.05082s. Angles: [73.07809877450018, 178.46450684728882, 88.16935237700132, 6.796556980691669]\n",
      "[OK] Frame 1_14.png (class: 1) processed in 0.052596s. Angles: [73.27290951233454, 178.626575300674, 88.32542789734879, 6.838377438318505]\n",
      "[OK] Frame 1_15.png (class: 1) processed in 0.052192s. Angles: [72.59401635161142, 178.4106046135126, 87.69939933801741, 6.598760697015664]\n",
      "[OK] Frame 1_16.png (class: 1) processed in 0.056205s. Angles: [72.3226368799805, 178.3371173982237, 87.36191402279398, 6.441784572992929]\n",
      "[OK] Frame 1_17.png (class: 1) processed in 0.052991s. Angles: [71.95594169366535, 178.3089984308616, 87.18093242081493, 6.357631848457414]\n",
      "[OK] Frame 1_18.png (class: 1) processed in 0.051649s. Angles: [71.94460136965648, 178.20872636219235, 87.24745546934652, 6.273421138732663]\n",
      "[OK] Frame 1_19.png (class: 1) processed in 0.052429s. Angles: [72.2181346521021, 178.09692900857456, 87.40734984031728, 6.191288804023317]\n",
      "[OK] Frame 1_20.png (class: 1) processed in 0.05251s. Angles: [72.55906702976377, 177.95257737225563, 87.45269252580708, 6.105482662381399]\n",
      "[OK] Frame 1_21.png (class: 1) processed in 0.051649s. Angles: [73.27252071311244, 177.8500459563857, 87.59363443406087, 6.101207916063441]\n",
      "[OK] Frame 1_22.png (class: 1) processed in 0.056223s. Angles: [73.48793811484097, 177.59280599078897, 87.32825633703123, 6.113073017470017]\n",
      "[OK] Frame 1_23.png (class: 1) processed in 0.051627s. Angles: [73.83239636090937, 177.524985312725, 87.44605627497874, 6.182700163965114]\n",
      "[OK] Frame 1_24.png (class: 1) processed in 0.053377s. Angles: [74.22991499663969, 177.5177992657312, 87.41889621523659, 6.243278937577264]\n",
      "[OK] Frame 1_25.png (class: 1) processed in 0.051399s. Angles: [74.54084668876021, 177.50873897049527, 87.45722196631603, 6.221288415670126]\n",
      "[OK] Frame 1_26.png (class: 1) processed in 0.052096s. Angles: [75.0315285690341, 177.68041026991907, 87.65752003588113, 6.295581597894985]\n",
      "[OK] Frame 1_27.png (class: 1) processed in 0.052835s. Angles: [75.65580301721005, 177.76574465147817, 87.82522283486031, 6.307439068825576]\n",
      "[OK] Frame 1_28.png (class: 1) processed in 0.052271s. Angles: [76.25065888345905, 177.8868373599754, 87.89235978740638, 6.343369515648638]\n",
      "[OK] Frame 1_29.png (class: 1) processed in 0.057846s. Angles: [76.90639188515672, 178.00035096424077, 87.84863097845208, 6.388433177514845]\n",
      "[OK] Frame 1_30.png (class: 1) processed in 0.051706s. Angles: [77.45564834045031, 177.94233384970218, 87.56470037792097, 6.332279477382893]\n",
      "[OK] Frame 1_31.png (class: 1) processed in 0.051995s. Angles: [77.38818074489751, 177.8884363576469, 86.7566278017867, 6.260913910927548]\n",
      "[OK] Frame 1_32.png (class: 1) processed in 0.052536s. Angles: [76.22233652673022, 178.012236990824, 85.4088583555472, 6.2559137340636815]\n",
      "[OK] Frame 1_33.png (class: 1) processed in 0.051489s. Angles: [75.15801816608283, 178.09508138587574, 83.92415095338649, 6.2539523181334395]\n",
      "[OK] Frame 1_34.png (class: 1) processed in 0.062153s. Angles: [75.01133311568344, 178.19713628735565, 83.11978867138507, 6.359787629501304]\n",
      "[OK] Frame 1_35.png (class: 1) processed in 0.050753s. Angles: [74.51211564932544, 178.1289426275152, 82.28909210939536, 6.372550892509147]\n",
      "[OK] Frame 1_36.png (class: 1) processed in 0.051804s. Angles: [73.8056523784816, 178.247251964003, 81.33441485616112, 6.413564232599358]\n",
      "[OK] Frame 1_37.png (class: 1) processed in 0.051041s. Angles: [73.65105450096145, 178.2902911543375, 81.10528597840153, 6.372645665397449]\n",
      "[OK] Frame 1_38.png (class: 1) processed in 0.052479s. Angles: [73.63951123221018, 178.36857387804835, 80.8738526428775, 6.340918215865052]\n",
      "[OK] Frame 1_39.png (class: 1) processed in 0.051213s. Angles: [73.65686400493993, 178.39666794923144, 80.82425248298097, 6.307250503583501]\n",
      "[OK] Frame 1_40.png (class: 1) processed in 0.052465s. Angles: [73.80006884839645, 178.35538711375094, 80.8274529768134, 6.252284476002695]\n",
      "[OK] Frame 1_41.png (class: 1) processed in 0.051531s. Angles: [73.81073773514574, 178.23718077688991, 80.84109810886135, 6.202660839803645]\n",
      "[OK] Frame 1_42.png (class: 1) processed in 0.051157s. Angles: [73.88845266039975, 178.22783235807896, 80.83491553709682, 6.1819153963194555]\n",
      "[OK] Frame 1_43.png (class: 1) processed in 0.051497s. Angles: [73.81170538108962, 178.226027967645, 80.80684008901407, 6.149717301567911]\n",
      "[OK] Frame 1_44.png (class: 1) processed in 0.054252s. Angles: [73.70887128266583, 178.14805823264646, 80.7735488547153, 6.101667108585556]\n",
      "[OK] Frame 1_45.png (class: 1) processed in 0.051248s. Angles: [73.54634365254815, 178.13500652243894, 80.70627646348645, 6.0797026547669795]\n",
      "[OK] Frame 1_46.png (class: 1) processed in 0.051828s. Angles: [73.42145264181914, 178.15399969159097, 80.67608009861978, 6.081442029801566]\n",
      "[OK] Frame 1_47.png (class: 1) processed in 0.052222s. Angles: [73.19452911128303, 178.14194824465554, 80.4997908788908, 6.068038757966281]\n",
      "[OK] Frame 1_48.png (class: 1) processed in 0.051804s. Angles: [73.21263450861079, 178.12991027119338, 80.54083328584528, 6.044080700446339]\n",
      "[OK] Frame 1_49.png (class: 1) processed in 0.053136s. Angles: [73.2018213394261, 177.99452000573402, 80.48516150430503, 6.0761497936233315]\n",
      "[OK] Frame 1_50.png (class: 1) processed in 0.050935s. Angles: [73.25926271565861, 177.92416732030236, 80.50681567398638, 6.080955865183531]\n",
      "[OK] Frame 1_51.png (class: 1) processed in 0.051118s. Angles: [73.3128471112597, 177.8706730120193, 80.50744954377777, 6.0732903627254515]\n",
      "[OK] Frame 1_52.png (class: 1) processed in 0.053819s. Angles: [73.35530058108185, 177.85534450854936, 80.51248919471895, 6.083838285022313]\n",
      "[OK] Frame 1_53.png (class: 1) processed in 0.052111s. Angles: [73.51346798510058, 177.77639799903795, 80.65057992004348, 6.057239233235815]\n",
      "[OK] Frame 1_54.png (class: 1) processed in 0.050959s. Angles: [73.90292733882146, 177.65901622461107, 81.00449361121457, 5.997854427188036]\n",
      "[OK] Frame 1_55.png (class: 1) processed in 0.051882s. Angles: [74.055624870352, 177.53344775724204, 81.3536428460778, 5.9311398850727635]\n",
      "[OK] Frame 1_56.png (class: 1) processed in 0.051661s. Angles: [73.96026059272722, 177.51597964658723, 81.76074603503474, 5.918912139667301]\n",
      "[OK] Frame 1_57.png (class: 1) processed in 0.060818s. Angles: [73.2839368497661, 177.48831626149365, 81.88338396122784, 5.915772151103603]\n",
      "[OK] Frame 1_58.png (class: 1) processed in 0.051224s. Angles: [72.2303976271929, 177.471281389097, 81.98794235645968, 5.914461715416548]\n",
      "[OK] Frame 1_59.png (class: 1) processed in 0.050792s. Angles: [70.83849060061549, 177.45032348112628, 82.2653799469599, 5.922553802950719]\n",
      "[OK] Frame 1_60.png (class: 1) processed in 0.051711s. Angles: [69.79301133913825, 177.48998055023156, 82.38821348024292, 5.929178008987956]\n",
      "[OK] Frame 1_61.png (class: 1) processed in 0.061568s. Angles: [69.08483180123525, 177.66986946542465, 83.05952172034262, 5.99748303333537]\n",
      "[OK] Frame 1_62.png (class: 1) processed in 0.051327s. Angles: [68.59761468063066, 177.78188115424305, 83.3950863747019, 6.060851708828225]\n",
      "[OK] Frame 1_63.png (class: 1) processed in 0.050739s. Angles: [68.31233094549869, 177.97101903605324, 83.78355550673014, 6.107651075019149]\n",
      "[OK] Frame 1_64.png (class: 1) processed in 0.055169s. Angles: [67.92497790655905, 178.15799131459542, 83.79844667235267, 6.179041185963446]\n",
      "[OK] Frame 1_65.png (class: 1) processed in 0.051837s. Angles: [67.36461086214241, 178.30239784423523, 83.84741485701453, 6.2514716850101335]\n",
      "[OK] Frame 1_66.png (class: 1) processed in 0.052374s. Angles: [66.67018218732636, 178.44659566361275, 83.81896414320764, 6.324052469149795]\n",
      "[OK] Frame 1_67.png (class: 1) processed in 0.051228s. Angles: [65.04748868723838, 178.2386711108197, 83.42945446376038, 6.258025365148326]\n",
      "[OK] Frame 1_68.png (class: 1) processed in 0.051332s. Angles: [63.573637815830104, 178.29572587756917, 83.00905113014865, 6.249296580879162]\n",
      "[OK] Frame 1_69.png (class: 1) processed in 0.053132s. Angles: [61.900466487822285, 178.62288126856532, 81.30940988307701, 6.294585783974501]\n",
      "[OK] Frame 1_70.png (class: 1) processed in 0.052326s. Angles: [59.33527142695157, 179.10149671958294, 78.6678053007314, 6.411468229958143]\n",
      "[OK] Frame 1_71.png (class: 1) processed in 0.051649s. Angles: [56.95223139762455, 179.40772757951717, 76.71646572838976, 6.510296776221477]\n",
      "[OK] Frame 1_72.png (class: 1) processed in 0.051822s. Angles: [54.657163663349195, 179.95180513837735, 74.11840475944462, 6.74159260762256]\n",
      "[OK] Frame 1_73.png (class: 1) processed in 0.051406s. Angles: [51.779162280222636, 179.41810881921293, 70.18734132043518, 7.0494839126186255]\n",
      "[OK] Frame 1_74.png (class: 1) processed in 0.050953s. Angles: [49.95369945154859, 179.3886894085519, 67.08802415704153, 6.989831009719276]\n",
      "[OK] Frame 1_75.png (class: 1) processed in 0.051118s. Angles: [48.80892430784496, 179.3168744314838, 64.94291594275923, 7.097013823886672]\n",
      "[OK] Frame 1_76.png (class: 1) processed in 0.058416s. Angles: [47.5176824270002, 179.38668439267877, 63.20914035563622, 7.108627146648811]\n",
      "[OK] Frame 1_77.png (class: 1) processed in 0.060422s. Angles: [46.43475956950331, 178.82920669119963, 61.89536435758472, 7.44831203774202]\n",
      "[OK] Frame 1_78.png (class: 1) processed in 0.051535s. Angles: [44.478997553394606, 179.45332709336918, 60.01055671840554, 7.329697092350104]\n",
      "[OK] Frame 1_79.png (class: 1) processed in 0.059192s. Angles: [43.64220934924924, 179.89291004095088, 58.83477198593566, 7.191864906518817]\n",
      "[OK] Frame 1_80.png (class: 1) processed in 0.053041s. Angles: [43.44989863496786, 179.61092065469592, 58.24669638869977, 7.02300292437898]\n",
      "[OK] Frame 1_81.png (class: 1) processed in 0.052305s. Angles: [42.70190584486638, 179.391739072211, 57.305839805892155, 6.9799876821279305]\n",
      "[OK] Frame 1_82.png (class: 1) processed in 0.051202s. Angles: [42.4311729625995, 179.51970140736628, 56.46313650195136, 7.1117704570914]\n",
      "[OK] Frame 1_83.png (class: 1) processed in 0.052253s. Angles: [42.17938877438422, 179.44477711116474, 55.88181711978576, 7.170413701329548]\n",
      "[OK] Frame 1_84.png (class: 1) processed in 0.051587s. Angles: [42.24284447135171, 179.21903659690688, 55.611632811389434, 7.113530426131917]\n",
      "[OK] Frame 1_85.png (class: 1) processed in 0.051161s. Angles: [42.1192724036605, 179.25141995539926, 55.13258690733989, 7.1418088067839145]\n",
      "[OK] Frame 1_86.png (class: 1) processed in 0.05168s. Angles: [42.18951003877265, 179.20986102559877, 54.96889636912551, 7.195770635582936]\n",
      "[OK] Frame 1_87.png (class: 1) processed in 0.051836s. Angles: [42.531624157238035, 179.17752128593176, 55.054474154925146, 7.213244011367677]\n",
      "[OK] Frame 1_88.png (class: 1) processed in 0.052178s. Angles: [42.779254389443906, 179.0618771216848, 55.10764560908655, 7.18825719775846]\n",
      "[OK] Frame 1_89.png (class: 1) processed in 0.051826s. Angles: [43.199117308429464, 179.07465833756768, 55.260488026610254, 7.189704920142176]\n",
      "[OK] Frame 1_90.png (class: 1) processed in 0.051425s. Angles: [43.63620444805324, 178.43787147773887, 55.35272581331431, 6.895852485734625]\n",
      "[OK] Frame 1_91.png (class: 1) processed in 0.051181s. Angles: [44.47694558389133, 178.13807667157877, 55.96737285833349, 6.732001878465541]\n",
      "[OK] Frame 1_92.png (class: 1) processed in 0.057248s. Angles: [44.92595590570338, 177.91183804513656, 56.18485766466211, 6.620417863633395]\n",
      "[OK] Frame 1_93.png (class: 1) processed in 0.051334s. Angles: [44.97876177766025, 178.3145280457829, 56.787984858717465, 6.791936715023105]\n",
      "[OK] Frame 1_94.png (class: 1) processed in 0.051569s. Angles: [45.33101868305867, 178.68509639909814, 57.49063607701113, 6.912756555722361]\n",
      "[OK] Frame 1_95.png (class: 1) processed in 0.050694s. Angles: [47.12109276261889, 178.36194557485342, 59.500140463205085, 6.695074319609546]\n",
      "[OK] Frame 1_96.png (class: 1) processed in 0.053818s. Angles: [49.3683231074425, 178.1628072533308, 61.6871312881905, 6.6318169695151985]\n",
      "[OK] Frame 1_97.png (class: 1) processed in 0.052231s. Angles: [51.29226486851327, 177.47652805137082, 63.096680234954974, 6.295665238619664]\n",
      "[OK] Frame 1_98.png (class: 1) processed in 0.05122s. Angles: [53.24386330910745, 177.41335621873623, 65.16376238732414, 6.184399737219667]\n",
      "[OK] Frame 1_99.png (class: 1) processed in 0.061555s. Angles: [56.12291084996263, 177.32053176832017, 68.44029763249385, 6.1359334421136715]\n",
      "[OK] Frame 1_100.png (class: 1) processed in 0.051284s. Angles: [57.12289731498891, 177.6513200454107, 70.34600706088443, 6.358106792969172]\n",
      "[OK] Frame 1_101.png (class: 1) processed in 0.05071s. Angles: [57.90349371892539, 177.4769752914192, 71.60465481333303, 6.601799530897272]\n",
      "[OK] Frame 1_102.png (class: 1) processed in 0.05765s. Angles: [59.402031508792604, 177.12972721505486, 73.65488908272073, 6.537721613760484]\n",
      "[OK] Frame 1_103.png (class: 1) processed in 0.061606s. Angles: [61.76201031518149, 176.6671894983336, 76.24258591914486, 6.476227002689545]\n",
      "[OK] Frame 1_104.png (class: 1) processed in 0.062609s. Angles: [63.364918244921164, 176.8952627636475, 78.50386606506741, 6.551556664844389]\n",
      "[OK] Frame 1_105.png (class: 1) processed in 0.061405s. Angles: [65.11764162541216, 177.16899697103034, 80.31385024712115, 6.69068962812518]\n",
      "[OK] Frame 1_106.png (class: 1) processed in 0.056608s. Angles: [66.9365169756279, 177.32298838274681, 81.9033827057055, 6.794644756501156]\n",
      "[OK] Frame 1_107.png (class: 1) processed in 0.054142s. Angles: [67.52985998379256, 177.52180897526628, 82.44767807969465, 6.9250912008912175]\n",
      "[OK] Frame 1_108.png (class: 1) processed in 0.053586s. Angles: [68.8815423488454, 177.80178474800962, 83.60305414136111, 7.11327191247454]\n",
      "[OK] Frame 1_109.png (class: 1) processed in 0.053869s. Angles: [69.78497125928192, 177.97295824775796, 84.41220072004792, 7.147114233621537]\n",
      "[OK] Frame 1_110.png (class: 1) processed in 0.052813s. Angles: [70.71502520890168, 178.1277886730639, 84.98217485919746, 7.214323265154762]\n",
      "[OK] Frame 1_111.png (class: 1) processed in 0.050821s. Angles: [72.30244534521435, 178.28177221129494, 85.93123241187399, 7.280801719918237]\n",
      "[OK] Frame 1_112.png (class: 1) processed in 0.054872s. Angles: [73.73544701776865, 178.36316683150088, 86.69035376532808, 7.2945806561701705]\n",
      "[OK] Frame 1_113.png (class: 1) processed in 0.052263s. Angles: [74.99196130958231, 178.11861123107388, 87.29885262735587, 7.141176581489244]\n",
      "[OK] Frame 1_114.png (class: 1) processed in 0.051377s. Angles: [75.21503938406096, 177.9630043813326, 87.10155158324426, 7.072087681232407]\n",
      "[OK] Frame 1_115.png (class: 1) processed in 0.052503s. Angles: [75.51329774614432, 178.0922580508538, 87.27404250715959, 7.146158254827508]\n",
      "[OK] Frame 1_116.png (class: 1) processed in 0.056827s. Angles: [75.54861681738483, 177.71364104370676, 87.42826038864784, 6.996803834065932]\n",
      "[OK] Frame 1_117.png (class: 1) processed in 0.05184s. Angles: [75.90315886048386, 177.40720781418054, 87.91869172709814, 6.875234976552732]\n",
      "[OK] Frame 1_118.png (class: 1) processed in 0.052705s. Angles: [76.2271416872813, 177.47583784710812, 88.49267871902407, 6.854207798496565]\n",
      "[OK] Frame 1_119.png (class: 1) processed in 0.052218s. Angles: [76.53335776166874, 177.75344505904948, 88.97485115104236, 6.891131921652898]\n",
      "[OK] Frame 1_120.png (class: 1) processed in 0.052686s. Angles: [76.40857483536512, 177.9511941874975, 89.20546619369807, 6.9183602292943664]\n",
      "[OK] Frame 1_121.png (class: 1) processed in 0.053811s. Angles: [76.03115222160856, 178.18107427723348, 89.21758316251062, 6.948384243017595]\n",
      "[OK] Frame 1_122.png (class: 1) processed in 0.055725s. Angles: [75.51638712873861, 178.31811731670618, 89.32945116128981, 6.963599053807951]\n",
      "[OK] Frame 1_123.png (class: 1) processed in 0.064211s. Angles: [75.08503849771279, 178.36160271227484, 89.64004205256195, 6.967616058017236]\n",
      "[OK] Frame 1_124.png (class: 1) processed in 0.059692s. Angles: [74.78880411662509, 178.43368980080402, 89.76259989681472, 6.989388007891739]\n",
      "[OK] Frame 1_125.png (class: 1) processed in 0.055209s. Angles: [74.42270828373331, 178.58412606269852, 89.85635773926707, 7.00977745200846]\n",
      "[OK] Frame 1_126.png (class: 1) processed in 0.055116s. Angles: [74.08256826210913, 178.7015778989466, 89.89577619058205, 7.012254968850018]\n",
      "[OK] Frame 1_127.png (class: 1) processed in 0.052315s. Angles: [74.009825162921, 178.87263944080237, 90.28453289260119, 7.04754484552424]\n",
      "[OK] Frame 1_128.png (class: 1) processed in 0.053246s. Angles: [74.10908675737808, 178.9993727728595, 90.56836745388414, 7.1300859545324045]\n",
      "[OK] Frame 1_129.png (class: 1) processed in 0.054258s. Angles: [74.26840312070516, 179.02343051228695, 90.78632015807763, 7.139175036100818]\n",
      "[OK] Frame 1_130.png (class: 1) processed in 0.05276s. Angles: [74.30604772185072, 178.98441773203535, 90.79347156071813, 7.158214215179369]\n",
      "[OK] Frame 1_131.png (class: 1) processed in 0.051688s. Angles: [73.58220949945444, 178.9293322890543, 90.21948213308072, 7.13679879001171]\n",
      "[OK] Frame 1_132.png (class: 1) processed in 0.052375s. Angles: [71.30663570439518, 178.9241438324046, 87.79242664755506, 7.1331587205973594]\n",
      "[OK] Frame 1_133.png (class: 1) processed in 0.052036s. Angles: [69.66107335497081, 178.93182048596563, 86.12406228327369, 7.125908005907147]\n",
      "[OK] Frame 1_134.png (class: 1) processed in 0.060937s. Angles: [69.03641513424594, 178.96697556504694, 85.71670896377519, 7.06514638733366]\n",
      "[OK] Frame 1_135.png (class: 1) processed in 0.051511s. Angles: [68.20412943861315, 178.94264756104297, 84.96558258584776, 7.029228641521265]\n",
      "[OK] Frame 1_136.png (class: 1) processed in 0.053313s. Angles: [67.31009777592041, 178.97037206567592, 84.09695297147324, 6.964831346736481]\n",
      "[OK] Frame 1_137.png (class: 1) processed in 0.05099s. Angles: [66.38964038228723, 178.91802944397833, 83.21112982574267, 6.782635111699351]\n",
      "[OK] Frame 1_138.png (class: 1) processed in 0.051136s. Angles: [66.08453669141954, 178.92956985708605, 83.00666591579504, 6.696121770198311]\n",
      "[OK] Frame 1_139.png (class: 1) processed in 0.051827s. Angles: [65.8770815435398, 179.1624631723675, 82.91315517459871, 6.639761001751285]\n",
      "[OK] Frame 1_140.png (class: 1) processed in 0.051213s. Angles: [65.71858664412302, 179.16467176515093, 82.83826246336771, 6.560204667341985]\n",
      "[OK] Frame 1_141.png (class: 1) processed in 0.050772s. Angles: [65.64333246617988, 179.0004000139022, 82.81640329152383, 6.397964610794332]\n",
      "[OK] Frame 1_142.png (class: 1) processed in 0.052352s. Angles: [65.5323563527282, 179.0073091900031, 82.5717787424812, 6.3676230052171165]\n",
      "[OK] Frame 1_143.png (class: 1) processed in 0.051277s. Angles: [65.1600990485384, 178.89927560507206, 81.96509981381543, 6.328797008696164]\n",
      "[OK] Frame 1_144.png (class: 1) processed in 0.057262s. Angles: [64.47865242423015, 178.74905818361663, 80.82379155827167, 6.294945618688379]\n",
      "[OK] Frame 1_145.png (class: 1) processed in 0.051693s. Angles: [63.64786029157737, 178.70383820169803, 79.10038558434304, 6.26476311068811]\n",
      "[OK] Frame 1_146.png (class: 1) processed in 0.051016s. Angles: [63.233338274918744, 178.68064790561144, 77.78979166354952, 6.261524448123185]\n",
      "[OK] Frame 1_147.png (class: 1) processed in 0.051246s. Angles: [63.459843320760044, 178.71981802219287, 77.16495366712188, 6.294415544998242]\n",
      "[OK] Frame 1_148.png (class: 1) processed in 0.054807s. Angles: [63.58253616522003, 178.77827091286508, 76.57773493398565, 6.306245459227413]\n",
      "[OK] Frame 1_149.png (class: 1) processed in 0.051287s. Angles: [64.50137240545203, 178.69634227576847, 76.62316392258381, 6.28935877843948]\n",
      "[OK] Frame 1_150.png (class: 1) processed in 0.051145s. Angles: [64.85180442610842, 178.6756355633939, 76.557308606394, 6.310182320931141]\n",
      "[OK] Frame 1_151.png (class: 1) processed in 0.051205s. Angles: [65.38435602847393, 178.7608221912984, 76.5900880892413, 6.377744731583411]\n",
      "[OK] Frame 1_152.png (class: 1) processed in 0.051766s. Angles: [65.73700195069371, 178.90690203285519, 76.61169539379941, 6.4616429762900545]\n",
      "[OK] Frame 1_153.png (class: 1) processed in 0.051429s. Angles: [66.14304390628293, 178.9956543297806, 76.59549427526993, 6.510778542816399]\n",
      "[OK] Frame 1_154.png (class: 1) processed in 0.051838s. Angles: [66.33946697575638, 179.0720415591539, 76.54162399216483, 6.551500186989274]\n",
      "[OK] Frame 1_155.png (class: 1) processed in 0.050701s. Angles: [66.42322320468531, 179.12017316872056, 76.49272089656878, 6.574459184110871]\n",
      "[OK] Frame 1_156.png (class: 1) processed in 0.053133s. Angles: [66.38922521260443, 179.17767110951763, 76.4168549028626, 6.606904477752203]\n",
      "[OK] Frame 1_157.png (class: 1) processed in 0.051306s. Angles: [66.37846529823246, 179.18592754182012, 76.3340810278953, 6.610937747183073]\n",
      "[OK] Frame 1_158.png (class: 1) processed in 0.050843s. Angles: [66.33061156484045, 179.23945941514185, 76.24573180248441, 6.628836996402378]\n",
      "[OK] Frame 1_159.png (class: 1) processed in 0.051876s. Angles: [66.28030496412505, 179.36588343687123, 76.2015102207266, 6.677186180698105]\n",
      "[OK] Frame 1_160.png (class: 1) processed in 0.056056s. Angles: [66.208465500981, 179.52863934603587, 76.13773861964744, 6.751204414970999]\n",
      "[OK] Frame 1_161.png (class: 1) processed in 0.051679s. Angles: [66.08569831631566, 179.88768357087102, 76.04037988878918, 6.914898856237611]\n",
      "[OK] Frame 1_162.png (class: 1) processed in 0.051987s. Angles: [65.84132870867889, 179.87569980488163, 75.79686080942069, 7.0213818102382]\n",
      "[OK] Frame 1_163.png (class: 1) processed in 0.05254s. Angles: [65.58017807758618, 179.81800188969584, 75.5965552213239, 7.032077998240936]\n",
      "[OK] Frame 1_164.png (class: 1) processed in 0.056965s. Angles: [65.26325026296738, 179.79165013680455, 75.3552836199771, 7.037632101875865]\n",
      "[OK] Frame 1_165.png (class: 1) processed in 0.057966s. Angles: [64.90355062486513, 179.79329232970122, 75.25326126875592, 7.023829286679616]\n",
      "[OK] Frame 1_166.png (class: 1) processed in 0.053117s. Angles: [64.46947049589699, 179.69676442080413, 75.20488065304896, 7.021338335360573]\n",
      "[OK] Frame 1_167.png (class: 1) processed in 0.052612s. Angles: [63.92349492915971, 179.57976832096264, 75.1910314668191, 7.009074076795289]\n",
      "[OK] Frame 1_168.png (class: 1) processed in 0.054236s. Angles: [63.387363126807905, 179.52900209404476, 75.19324730007345, 7.003802308360805]\n",
      "[OK] Frame 1_169.png (class: 1) processed in 0.051825s. Angles: [62.793257264698546, 179.47846230974346, 75.15887531694102, 6.9946199555560655]\n",
      "[OK] Frame 1_170.png (class: 1) processed in 0.051316s. Angles: [62.14491286693374, 179.49297885280504, 75.1526468746395, 6.966338804015874]\n",
      "[OK] Frame 1_171.png (class: 1) processed in 0.051726s. Angles: [61.655553551236196, 179.45423480151587, 75.12817660107821, 6.955391111367132]\n",
      "[OK] Frame 1_172.png (class: 1) processed in 0.052221s. Angles: [61.29380352644082, 179.38841289036878, 75.11764681786272, 6.9438545373780425]\n",
      "[OK] Frame 1_173.png (class: 1) processed in 0.05238s. Angles: [60.969856158442056, 179.33353440851175, 75.07285761269156, 6.932324828415057]\n",
      "[OK] Frame 1_174.png (class: 1) processed in 0.05162s. Angles: [60.494328783723105, 179.3234353450686, 74.99265575634081, 6.913685602554081]\n",
      "[OK] Frame 1_175.png (class: 1) processed in 0.051188s. Angles: [59.81470396978385, 179.32123578873953, 74.92237985551073, 6.9125085571154266]\n",
      "[OK] Frame 1_176.png (class: 1) processed in 0.051791s. Angles: [59.16947736360445, 179.317648975017, 74.8132456433908, 6.910152172995336]\n",
      "[OK] Frame 1_177.png (class: 1) processed in 0.051913s. Angles: [58.464843307787596, 179.31190137153826, 74.79676713339327, 6.909509698338637]\n",
      "[OK] Frame 1_178.png (class: 1) processed in 0.050552s. Angles: [57.99648731173392, 179.3214457372148, 74.77646701185886, 6.906515806432071]\n",
      "[OK] Frame 1_179.png (class: 1) processed in 0.051662s. Angles: [57.67750644543447, 179.36004576743704, 74.73499801408838, 6.879890860972903]\n",
      "[OK] Frame 1_180.png (class: 1) processed in 0.052109s. Angles: [57.353353438327375, 179.37696435683398, 74.6987749883427, 6.860373082916283]\n",
      "[OK] Frame 1_181.png (class: 1) processed in 0.05132s. Angles: [57.08161342111911, 179.4260855221806, 74.65250764711787, 6.8259772851906435]\n",
      "[OK] Frame 1_182.png (class: 1) processed in 0.051713s. Angles: [56.89405287814212, 179.42222765616214, 74.62935292765633, 6.825528481547639]\n",
      "[OK] Frame 1_183.png (class: 1) processed in 0.05121s. Angles: [56.81994683885421, 179.4031740072418, 74.61270898989237, 6.822237150765013]\n",
      "[OK] Frame 1_184.png (class: 1) processed in 0.0521s. Angles: [56.85860439047542, 179.38758951939278, 74.58053431340213, 6.8243201411330165]\n",
      "[OK] Frame 1_185.png (class: 1) processed in 0.052686s. Angles: [56.83579961555872, 179.38797744943318, 74.5202957103916, 6.813262373817577]\n",
      "[OK] Frame 1_186.png (class: 1) processed in 0.050681s. Angles: [56.79151944887849, 179.39536548769345, 74.4883038831297, 6.800761313356099]\n",
      "[OK] Frame 1_187.png (class: 1) processed in 0.051309s. Angles: [56.758078281777486, 179.4056373942266, 74.45014058044866, 6.798303817744792]\n",
      "[OK] Frame 1_188.png (class: 1) processed in 0.052676s. Angles: [56.68521032698726, 179.4094895416799, 74.35174677379712, 6.797137890350609]\n",
      "[OK] Frame 1_189.png (class: 1) processed in 0.051709s. Angles: [56.623600329835405, 179.42478275491285, 74.19804710519229, 6.783150077577714]\n",
      "[OK] Frame 1_190.png (class: 1) processed in 0.050355s. Angles: [56.55559387663204, 179.45215196428083, 74.09616130837726, 6.768475192008607]\n",
      "[OK] Frame 1_191.png (class: 1) processed in 0.051139s. Angles: [56.620231534011324, 179.55323802292264, 74.01676300185241, 6.718472374422777]\n",
      "[OK] Frame 1_192.png (class: 1) processed in 0.057309s. Angles: [56.76769564668881, 179.66403523108443, 73.91913255541569, 6.66100368624462]\n",
      "[OK] Frame 1_193.png (class: 1) processed in 0.051263s. Angles: [57.209272696316646, 179.80024976262328, 73.84626972745018, 6.588890620604747]\n",
      "[OK] Frame 1_194.png (class: 1) processed in 0.051341s. Angles: [57.40306519272201, 179.89897931628448, 73.72452388058407, 6.537768731608949]\n",
      "[OK] Frame 1_195.png (class: 1) processed in 0.052622s. Angles: [57.4904411295117, 179.9536099542036, 73.30573765429078, 6.509352346050311]\n",
      "[OK] Frame 1_196.png (class: 1) processed in 0.051335s. Angles: [57.71844806372854, 179.80704784199136, 72.98146802413002, 6.39325749747622]\n",
      "[OK] Frame 1_197.png (class: 1) processed in 0.052263s. Angles: [58.006848495506304, 179.6217695251217, 72.66029332181928, 6.300331428607056]\n",
      "[OK] Frame 1_198.png (class: 1) processed in 0.052776s. Angles: [58.54540761430885, 179.45831537516554, 72.46759765028038, 6.231176169888196]\n",
      "[OK] Frame 1_199.png (class: 1) processed in 0.050972s. Angles: [58.459426539535464, 179.18891132146274, 71.85497396164452, 6.1740082881874425]\n",
      "[OK] Frame 2_0.png (class: 2) processed in 0.052461s. Angles: [176.5875629608714, 78.12704446665644, 9.420847761417146, 68.24261679008725]\n",
      "[OK] Frame 2_1.png (class: 2) processed in 0.051798s. Angles: [177.0422632048888, 82.50445281787471, 9.333398886216019, 72.72540657145508]\n",
      "[OK] Frame 2_2.png (class: 2) processed in 0.050638s. Angles: [175.46531622524486, 83.80907357353772, 9.894013951704308, 73.38130999386702]\n",
      "[OK] Frame 2_3.png (class: 2) processed in 0.050801s. Angles: [176.14474293003548, 82.72268357530072, 9.993807522793189, 72.68611140748189]\n",
      "[OK] Frame 2_4.png (class: 2) processed in 0.052613s. Angles: [176.6552805769189, 82.94667674174083, 9.91411593297652, 73.14090718122856]\n",
      "[OK] Frame 2_5.png (class: 2) processed in 0.051637s. Angles: [176.7783625002248, 82.91034856151367, 9.936498867065307, 72.46813849364014]\n",
      "[OK] Frame 2_6.png (class: 2) processed in 0.050884s. Angles: [176.79355705025884, 82.31465595189401, 10.114497046753895, 72.16437935897778]\n",
      "[OK] Frame 2_7.png (class: 2) processed in 0.052242s. Angles: [176.80958209724145, 81.34244433864971, 10.171801145316811, 70.82712397503242]\n",
      "[OK] Frame 2_8.png (class: 2) processed in 0.0521s. Angles: [176.99964565028574, 81.7314205377851, 10.049788949228935, 71.49477653325641]\n",
      "[OK] Frame 2_9.png (class: 2) processed in 0.051146s. Angles: [177.1194975901061, 81.41529089404587, 9.954526598277598, 71.07737552104221]\n",
      "[OK] Frame 2_10.png (class: 2) processed in 0.051641s. Angles: [177.4015432019763, 80.91031762177286, 9.779570970731854, 70.64612590359387]\n",
      "[OK] Frame 2_11.png (class: 2) processed in 0.05276s. Angles: [177.51149253817692, 80.7342998924381, 9.709339714840603, 70.44613740451844]\n",
      "[OK] Frame 2_12.png (class: 2) processed in 0.057188s. Angles: [177.63872176895228, 80.5196347434655, 9.610853894607349, 70.51085304013937]\n",
      "[OK] Frame 2_13.png (class: 2) processed in 0.052145s. Angles: [177.71960139047258, 80.96870587849638, 9.541390022302236, 70.69567176294115]\n",
      "[OK] Frame 2_14.png (class: 2) processed in 0.053184s. Angles: [177.69236134606624, 81.19394524827655, 9.509083408562836, 70.61103010883592]\n",
      "[OK] Frame 2_15.png (class: 2) processed in 0.055211s. Angles: [177.77265995254322, 81.65930200614366, 9.48015365062163, 70.53179036130139]\n",
      "[OK] Frame 2_16.png (class: 2) processed in 0.057102s. Angles: [177.7068316232009, 82.03764355368367, 9.485695163234304, 70.57207834601276]\n",
      "[OK] Frame 2_17.png (class: 2) processed in 0.065513s. Angles: [177.6779762268806, 82.37298859179938, 9.456232239132978, 70.63219145663463]\n",
      "[OK] Frame 2_18.png (class: 2) processed in 0.05121s. Angles: [177.61617399899112, 82.43429768637384, 9.44417291728424, 70.64872892892853]\n",
      "[OK] Frame 2_19.png (class: 2) processed in 0.051597s. Angles: [177.6697444111247, 82.35777686121706, 9.416264369563441, 70.64700406786]\n",
      "[OK] Frame 2_20.png (class: 2) processed in 0.051899s. Angles: [177.80307170882193, 82.34745752852992, 9.388785813745734, 70.59020892681664]\n",
      "[OK] Frame 2_21.png (class: 2) processed in 0.050751s. Angles: [177.9598770350433, 82.23183207372092, 9.358506153214499, 70.69023505345471]\n",
      "[OK] Frame 2_22.png (class: 2) processed in 0.051277s. Angles: [178.112597939618, 82.25233205886343, 9.323093759790194, 70.86712057038255]\n",
      "[OK] Frame 2_23.png (class: 2) processed in 0.051202s. Angles: [178.16458663963513, 82.21221764805503, 9.372022259005426, 70.95772444786576]\n",
      "[OK] Frame 2_24.png (class: 2) processed in 0.052309s. Angles: [178.16865443078584, 82.22009312925344, 9.461131963967505, 71.13514775975729]\n",
      "[OK] Frame 2_25.png (class: 2) processed in 0.051266s. Angles: [178.1218756255103, 82.37554764535761, 9.534828260247329, 71.36945261321759]\n",
      "[OK] Frame 2_26.png (class: 2) processed in 0.05192s. Angles: [178.07225872387102, 82.37305361546342, 9.62200615030601, 71.53779486694725]\n",
      "[OK] Frame 2_27.png (class: 2) processed in 0.055347s. Angles: [177.98474071729441, 82.37462677049818, 9.732230500927916, 71.66442517426654]\n",
      "[OK] Frame 2_28.png (class: 2) processed in 0.060639s. Angles: [177.89913978912207, 82.4606990623834, 9.890935629501588, 71.68779642216285]\n",
      "[OK] Frame 2_29.png (class: 2) processed in 0.050242s. Angles: [177.8658935393331, 82.40741043945718, 10.03002095040445, 71.65578097900215]\n",
      "[OK] Frame 2_30.png (class: 2) processed in 0.051749s. Angles: [177.81791417588312, 82.3459048928584, 10.14731622201204, 71.69006001307689]\n",
      "[OK] Frame 2_31.png (class: 2) processed in 0.05123s. Angles: [177.77879643599985, 82.22091680707298, 10.258399509511461, 71.64926823963648]\n",
      "[OK] Frame 2_32.png (class: 2) processed in 0.054047s. Angles: [177.71975603193758, 82.09982168866529, 10.317000982507087, 71.60998500348816]\n",
      "[OK] Frame 2_33.png (class: 2) processed in 0.053081s. Angles: [177.6900661500637, 81.98345034246596, 10.340490532322164, 71.56095806580377]\n",
      "[OK] Frame 2_34.png (class: 2) processed in 0.055752s. Angles: [177.68455701693208, 81.7474494642583, 10.353594718138504, 71.43116417304856]\n",
      "[OK] Frame 2_35.png (class: 2) processed in 0.051674s. Angles: [177.67186367286192, 81.55794931136542, 10.359784630328242, 71.44614139550731]\n",
      "[OK] Frame 2_36.png (class: 2) processed in 0.053401s. Angles: [177.66542675655006, 81.15582845291807, 10.354370004947286, 71.49816908120573]\n",
      "[OK] Frame 2_37.png (class: 2) processed in 0.05283s. Angles: [177.64088965466573, 80.81519931751583, 10.351718296305759, 71.63982758464468]\n",
      "[OK] Frame 2_38.png (class: 2) processed in 0.052617s. Angles: [177.63896885334137, 80.38885995879617, 10.361075744374995, 71.68227628305114]\n",
      "[OK] Frame 2_39.png (class: 2) processed in 0.050338s. Angles: [177.63213995341215, 80.17463587212164, 10.37270224418085, 71.73312128680404]\n",
      "[OK] Frame 2_40.png (class: 2) processed in 0.056679s. Angles: [177.61830117836539, 80.00249165213826, 10.3669013161992, 71.76702295167158]\n",
      "[OK] Frame 2_41.png (class: 2) processed in 0.051797s. Angles: [177.60151676923672, 79.83993237525387, 10.360466116179879, 71.8242886308397]\n",
      "[OK] Frame 2_42.png (class: 2) processed in 0.051112s. Angles: [177.5774780078111, 79.68075815070863, 10.362050360477147, 71.88456110158015]\n",
      "[OK] Frame 2_43.png (class: 2) processed in 0.051351s. Angles: [177.5303989703472, 79.50710856663964, 10.36293208885348, 71.95339882595125]\n",
      "[OK] Frame 2_44.png (class: 2) processed in 0.058067s. Angles: [177.50418236776557, 79.3814453686824, 10.359482736391275, 71.92348696788129]\n",
      "[OK] Frame 2_45.png (class: 2) processed in 0.051281s. Angles: [177.47890292805317, 79.38911283183386, 10.371007708352673, 71.93960198147835]\n",
      "[OK] Frame 2_46.png (class: 2) processed in 0.050764s. Angles: [177.47155185029675, 79.41488655123877, 10.375468113844406, 71.96135124594161]\n",
      "[OK] Frame 2_47.png (class: 2) processed in 0.052168s. Angles: [177.42966086667468, 79.44905001615886, 10.388171354492718, 72.00757321503967]\n",
      "[OK] Frame 2_48.png (class: 2) processed in 0.051687s. Angles: [177.41247332913915, 79.44933196551176, 10.389420946748407, 72.0092513620389]\n",
      "[OK] Frame 2_49.png (class: 2) processed in 0.050676s. Angles: [177.3379474179895, 79.43099249813771, 10.41482521851378, 72.02131304574526]\n",
      "[OK] Frame 2_50.png (class: 2) processed in 0.051435s. Angles: [177.27299018940988, 79.33140585563447, 10.462144985324258, 71.9567940938052]\n",
      "[OK] Frame 2_51.png (class: 2) processed in 0.053937s. Angles: [177.2414873938752, 79.19652222035464, 10.487032755976644, 71.94556116866366]\n",
      "[OK] Frame 2_52.png (class: 2) processed in 0.05264s. Angles: [177.23565267572374, 78.99562099669346, 10.502237228263768, 71.89663785518418]\n",
      "[OK] Frame 2_53.png (class: 2) processed in 0.051387s. Angles: [177.24236866811555, 78.55663628497796, 10.50078842508788, 71.62842601194906]\n",
      "[OK] Frame 2_54.png (class: 2) processed in 0.05371s. Angles: [177.20830176630648, 78.07024401189078, 10.523346063513042, 71.43254926566591]\n",
      "[OK] Frame 2_55.png (class: 2) processed in 0.051414s. Angles: [177.21233011115484, 76.9074749596783, 10.519691044841855, 70.87042769208341]\n",
      "[OK] Frame 2_56.png (class: 2) processed in 0.053341s. Angles: [177.1903563469447, 75.44011501016094, 10.522250203224699, 70.09701596299648]\n",
      "[OK] Frame 2_57.png (class: 2) processed in 0.053976s. Angles: [177.14866507875212, 74.9603672241144, 10.536610998657112, 69.96964525292984]\n",
      "[OK] Frame 2_58.png (class: 2) processed in 0.050916s. Angles: [177.13531220728945, 74.12428870509038, 10.531832725627144, 69.81567218689355]\n",
      "[OK] Frame 2_59.png (class: 2) processed in 0.051595s. Angles: [177.10451676030232, 72.8923512315951, 10.536551952622851, 69.19224920209264]\n",
      "[OK] Frame 2_60.png (class: 2) processed in 0.052723s. Angles: [177.10173642600904, 71.78001602789932, 10.524796769240568, 68.85854953195573]\n",
      "[OK] Frame 2_61.png (class: 2) processed in 0.053748s. Angles: [177.11416268677678, 70.7531923826832, 10.507180163567947, 68.18458226753646]\n",
      "[OK] Frame 2_62.png (class: 2) processed in 0.050745s. Angles: [177.12199033941306, 69.78602878521014, 10.493695018627227, 67.32593784472739]\n",
      "[OK] Frame 2_63.png (class: 2) processed in 0.051039s. Angles: [177.1500194092388, 67.7504407280097, 10.456129715910848, 65.67004797931865]\n",
      "[OK] Frame 2_64.png (class: 2) processed in 0.060888s. Angles: [177.18817009235673, 66.71583229064656, 10.413255843347383, 64.93843747777696]\n",
      "[OK] Frame 2_65.png (class: 2) processed in 0.051039s. Angles: [177.11982718911727, 65.44016991751454, 10.400701798096168, 63.92559467533744]\n",
      "[OK] Frame 2_66.png (class: 2) processed in 0.051173s. Angles: [177.05962343484904, 64.97084234023042, 10.37204696533732, 63.46355397292072]\n",
      "[OK] Frame 2_67.png (class: 2) processed in 0.050806s. Angles: [177.04137961754782, 64.60737746540367, 10.20403533901097, 63.252135801377854]\n",
      "[OK] Frame 2_68.png (class: 2) processed in 0.0556s. Angles: [177.02269888711643, 64.79035803794046, 10.002545924315717, 63.602475591869336]\n",
      "[OK] Frame 2_69.png (class: 2) processed in 0.052497s. Angles: [177.04813345643782, 64.62065430796686, 9.861230316219059, 63.871431794308705]\n",
      "[OK] Frame 2_70.png (class: 2) processed in 0.052681s. Angles: [177.03452310532734, 64.63745137872839, 9.709661159251402, 64.10054635816036]\n",
      "[OK] Frame 2_71.png (class: 2) processed in 0.052146s. Angles: [177.04096896758048, 64.68265112766855, 9.620291715583274, 64.16277703758233]\n",
      "[OK] Frame 2_72.png (class: 2) processed in 0.0572s. Angles: [176.97837504493427, 64.93871578734186, 9.550621936752698, 64.42449270049343]\n",
      "[OK] Frame 2_73.png (class: 2) processed in 0.050723s. Angles: [176.66619452803215, 65.27493951459898, 9.590949969186427, 64.77112585870402]\n",
      "[OK] Frame 2_74.png (class: 2) processed in 0.051441s. Angles: [176.1437736853372, 65.60176177996935, 9.655557423366794, 65.11321565778127]\n",
      "[OK] Frame 2_75.png (class: 2) processed in 0.051314s. Angles: [175.92635339213788, 66.25404383728063, 9.617411668165163, 65.57966273086035]\n",
      "[OK] Frame 2_76.png (class: 2) processed in 0.061006s. Angles: [176.1028018708229, 67.29495272038149, 9.384970411968549, 66.28678527239579]\n",
      "[OK] Frame 2_77.png (class: 2) processed in 0.051502s. Angles: [176.20085596100256, 71.24942022230195, 9.269070736103629, 69.1400561774154]\n",
      "[OK] Frame 2_78.png (class: 2) processed in 0.050835s. Angles: [176.2684604857918, 73.16327320531488, 9.072384231493361, 70.48763688207822]\n",
      "[OK] Frame 2_79.png (class: 2) processed in 0.051572s. Angles: [176.49553210126433, 74.73319197001751, 8.933159853675411, 71.11808303368763]\n",
      "[OK] Frame 2_80.png (class: 2) processed in 0.052217s. Angles: [176.7552081317095, 75.51685212004168, 8.782037416096971, 70.80351043317943]\n",
      "[OK] Frame 2_81.png (class: 2) processed in 0.051277s. Angles: [176.7353653741354, 75.76509940422551, 8.670102963689244, 70.23631473378049]\n",
      "[OK] Frame 2_82.png (class: 2) processed in 0.05162s. Angles: [176.55455507397502, 75.58152388661156, 8.70454183513852, 69.33018948293248]\n",
      "[OK] Frame 2_83.png (class: 2) processed in 0.050392s. Angles: [176.69506476929658, 75.57206647183932, 8.601629091542357, 68.73718726474353]\n",
      "[OK] Frame 2_84.png (class: 2) processed in 0.053014s. Angles: [176.57969706211063, 75.79935428136902, 8.68860588958605, 68.35830985848507]\n",
      "[OK] Frame 2_85.png (class: 2) processed in 0.051824s. Angles: [176.80444340127752, 75.52701657824937, 8.698716658002303, 68.05183073151198]\n",
      "[OK] Frame 2_86.png (class: 2) processed in 0.05208s. Angles: [176.8908029368757, 75.22729315165135, 8.794116011031209, 67.81849111114664]\n",
      "[OK] Frame 2_87.png (class: 2) processed in 0.0531s. Angles: [176.73449768986032, 75.28191757978026, 8.887586891373203, 68.02018248659351]\n",
      "[OK] Frame 2_88.png (class: 2) processed in 0.052806s. Angles: [176.80444204824164, 74.41628021533354, 8.938672141362266, 68.34541237307992]\n",
      "[OK] Frame 2_89.png (class: 2) processed in 0.051589s. Angles: [177.00106374277263, 73.08866312167453, 8.803563770501059, 68.44026581203951]\n",
      "[OK] Frame 2_90.png (class: 2) processed in 0.051046s. Angles: [177.1706057417253, 71.55377383699539, 8.61825438854023, 68.12999014321933]\n",
      "[OK] Frame 2_91.png (class: 2) processed in 0.051782s. Angles: [177.3060528277509, 69.83798117473256, 8.49822817135293, 67.54787343214899]\n",
      "[OK] Frame 2_92.png (class: 2) processed in 0.051693s. Angles: [177.4871099520721, 68.29859422944779, 8.433650320215985, 66.83418188446997]\n",
      "[OK] Frame 2_93.png (class: 2) processed in 0.052237s. Angles: [177.71155595456273, 67.35039301457834, 8.331956482930662, 66.3124957226774]\n",
      "[OK] Frame 2_94.png (class: 2) processed in 0.051322s. Angles: [177.86682237131168, 66.84226201568075, 8.288772353901678, 66.23135601844149]\n",
      "[OK] Frame 2_95.png (class: 2) processed in 0.051246s. Angles: [177.9398137500953, 66.05100710338932, 8.27284912361205, 65.90653904527906]\n",
      "[OK] Frame 2_96.png (class: 2) processed in 0.051506s. Angles: [178.06288191953084, 65.02872628849997, 8.271292038279086, 65.52480268356572]\n",
      "[OK] Frame 2_97.png (class: 2) processed in 0.053199s. Angles: [178.17773475524677, 64.24547795540524, 8.255063333960061, 64.93647869077434]\n",
      "[OK] Frame 2_98.png (class: 2) processed in 0.051232s. Angles: [178.35152158290947, 63.55038235244083, 8.227293882661176, 64.33739926344244]\n",
      "[OK] Frame 2_99.png (class: 2) processed in 0.051693s. Angles: [178.911580275787, 62.51050550050518, 8.056111985002866, 63.18775638065383]\n",
      "[OK] Frame 2_100.png (class: 2) processed in 0.058693s. Angles: [179.42263416315927, 62.0845441926313, 7.7775047752216295, 62.562126254745586]\n",
      "[OK] Frame 2_101.png (class: 2) processed in 0.055873s. Angles: [179.76477669347338, 60.716653704374174, 7.571229582344579, 61.06342658216353]\n",
      "[OK] Frame 2_102.png (class: 2) processed in 0.051304s. Angles: [179.9932107839086, 59.52179504498237, 7.491200656986872, 59.79467798486223]\n",
      "[OK] Frame 2_103.png (class: 2) processed in 0.05112s. Angles: [179.8447096633743, 58.290163428550365, 7.314682337178341, 58.524617431152464]\n",
      "[OK] Frame 2_104.png (class: 2) processed in 0.051438s. Angles: [179.86545649329162, 57.7145935913656, 7.208202602103936, 58.29194840846709]\n",
      "[OK] Frame 2_105.png (class: 2) processed in 0.052253s. Angles: [179.80864773455806, 57.07775250753776, 7.097393432833356, 58.306458563514106]\n",
      "[OK] Frame 2_106.png (class: 2) processed in 0.053929s. Angles: [179.60629776763574, 56.03594989040498, 7.023430926373063, 58.549942842232085]\n",
      "[OK] Frame 2_107.png (class: 2) processed in 0.050844s. Angles: [179.27452827455272, 55.41712828753877, 6.95160919712159, 58.77278878744428]\n",
      "[OK] Frame 2_108.png (class: 2) processed in 0.057458s. Angles: [179.22381767992124, 55.10545654594903, 6.918452219821422, 58.786422142515804]\n",
      "[OK] Frame 2_109.png (class: 2) processed in 0.051201s. Angles: [179.27863424504386, 54.4963873537773, 6.911387615550608, 58.78200901580212]\n",
      "[OK] Frame 2_110.png (class: 2) processed in 0.050947s. Angles: [179.39179044109332, 53.97099294808199, 6.950723221453363, 58.62765922730437]\n",
      "[OK] Frame 2_111.png (class: 2) processed in 0.051051s. Angles: [179.78046035422517, 54.362959407527505, 7.088084763010329, 58.99601373869123]\n",
      "[OK] Frame 2_112.png (class: 2) processed in 0.050799s. Angles: [179.95068083740722, 54.92166811594769, 7.208740634373899, 59.38817243086472]\n",
      "[OK] Frame 2_113.png (class: 2) processed in 0.057719s. Angles: [179.6621617107981, 55.618148487334985, 7.339167314354193, 59.999975083886795]\n",
      "[OK] Frame 2_114.png (class: 2) processed in 0.051265s. Angles: [179.30925303298113, 56.4907955440313, 7.482395003775235, 60.32712784825981]\n",
      "[OK] Frame 2_115.png (class: 2) processed in 0.060264s. Angles: [179.02635955512926, 57.98653894107978, 7.636972294547181, 61.10344624459359]\n",
      "[OK] Frame 2_116.png (class: 2) processed in 0.053185s. Angles: [179.02375553387682, 59.37686396701098, 7.672348387883899, 61.87968734752793]\n",
      "[OK] Frame 2_117.png (class: 2) processed in 0.051906s. Angles: [178.9829495406571, 60.3705903564612, 7.64737734071381, 62.29275681948268]\n",
      "[OK] Frame 2_118.png (class: 2) processed in 0.051625s. Angles: [179.00161788144803, 61.06798937267618, 7.6271044231065, 62.786672033167164]\n",
      "[OK] Frame 2_119.png (class: 2) processed in 0.051792s. Angles: [178.86720616834256, 62.686601154873635, 7.650526566556813, 63.478591583613806]\n",
      "[OK] Frame 2_120.png (class: 2) processed in 0.053258s. Angles: [178.86789906103573, 64.34704436656655, 7.613191051824909, 63.74852252943583]\n",
      "[OK] Frame 2_121.png (class: 2) processed in 0.052722s. Angles: [178.9449173456948, 65.44399683707663, 7.623931317616715, 63.963930155683656]\n",
      "[OK] Frame 2_122.png (class: 2) processed in 0.051778s. Angles: [179.06440908099668, 66.04330207288436, 7.611221752350284, 64.08301877164163]\n",
      "[OK] Frame 2_123.png (class: 2) processed in 0.051329s. Angles: [179.14074709307573, 66.90736522135576, 7.573446941119796, 64.16461289364797]\n",
      "[OK] Frame 2_124.png (class: 2) processed in 0.052204s. Angles: [179.249581774528, 68.3076721875888, 7.579053681867906, 64.6716492693892]\n",
      "[OK] Frame 2_125.png (class: 2) processed in 0.051887s. Angles: [179.3647260945703, 69.78584912253902, 7.581616648056238, 65.1507612727308]\n",
      "[OK] Frame 2_126.png (class: 2) processed in 0.052098s. Angles: [179.46364246743087, 70.73715842817519, 7.597653312177591, 65.32509968077349]\n",
      "[OK] Frame 2_127.png (class: 2) processed in 0.052221s. Angles: [179.53713906426344, 71.57364853467888, 7.617798877146233, 65.18399125916963]\n",
      "[OK] Frame 2_128.png (class: 2) processed in 0.05216s. Angles: [179.5646728052767, 72.60456464226336, 7.618186009159369, 65.11529708184054]\n",
      "[OK] Frame 2_129.png (class: 2) processed in 0.051824s. Angles: [179.56464582016264, 73.363903732453, 7.625032535990291, 65.05633755202248]\n",
      "[OK] Frame 2_130.png (class: 2) processed in 0.050773s. Angles: [179.5761532377415, 74.0309642486992, 7.643615926565438, 65.12598053319469]\n",
      "[OK] Frame 2_131.png (class: 2) processed in 0.061307s. Angles: [179.39575890228036, 74.6074267544138, 7.732080635189963, 65.19584114706856]\n",
      "[OK] Frame 2_132.png (class: 2) processed in 0.053243s. Angles: [179.15650574400692, 75.24230958035703, 7.829085312092692, 65.25616262843852]\n",
      "[OK] Frame 2_133.png (class: 2) processed in 0.051158s. Angles: [178.7395763646995, 75.76312960496571, 8.02115806703985, 65.19294381259131]\n",
      "[OK] Frame 2_134.png (class: 2) processed in 0.052415s. Angles: [178.10433009694611, 76.33713520684924, 8.294523021910738, 65.19818839826196]\n",
      "[OK] Frame 2_135.png (class: 2) processed in 0.050703s. Angles: [177.47985220524404, 76.92733693538133, 8.55683490370592, 65.23184619051446]\n",
      "[OK] Frame 2_136.png (class: 2) processed in 0.054569s. Angles: [176.90842222250043, 77.46002852969579, 8.7973344297901, 65.26940428294263]\n",
      "[OK] Frame 2_137.png (class: 2) processed in 0.051246s. Angles: [175.95014003112195, 78.0184771911573, 9.252915634996475, 65.33266484539007]\n",
      "[OK] Frame 2_138.png (class: 2) processed in 0.05122s. Angles: [175.10347888879176, 78.45215051421309, 9.740783169886338, 65.38401830636575]\n",
      "[OK] Frame 2_139.png (class: 2) processed in 0.051772s. Angles: [174.04226029125434, 78.75286252996383, 10.360496681667357, 65.51177142705447]\n",
      "[OK] Frame 2_140.png (class: 2) processed in 0.053177s. Angles: [173.34604119943995, 78.78732074538934, 10.840688319690766, 65.6045066124274]\n",
      "[OK] Frame 2_141.png (class: 2) processed in 0.051504s. Angles: [173.2018365809425, 78.76036728116578, 11.070749398447791, 65.61195635028105]\n",
      "[OK] Frame 2_142.png (class: 2) processed in 0.051697s. Angles: [173.0014966130703, 78.73686852745095, 11.322154290692062, 65.67958364194521]\n",
      "[OK] Frame 2_143.png (class: 2) processed in 0.053808s. Angles: [172.81688927278796, 78.6740883231213, 11.512032755395241, 65.73077667160251]\n",
      "[OK] Frame 2_144.png (class: 2) processed in 0.05291s. Angles: [172.51807102952995, 78.65768853506249, 11.70496061285514, 65.80390960076218]\n",
      "[OK] Frame 2_145.png (class: 2) processed in 0.052794s. Angles: [172.33324927143698, 78.34021700112696, 11.831678871581893, 65.91247840469872]\n",
      "[OK] Frame 2_146.png (class: 2) processed in 0.050927s. Angles: [172.35219901080498, 77.56603763603182, 11.867216382892325, 66.16656932531177]\n",
      "[OK] Frame 2_147.png (class: 2) processed in 0.052303s. Angles: [172.43903964116507, 76.797034417572, 11.839400733172846, 66.43256970919249]\n",
      "[OK] Frame 2_148.png (class: 2) processed in 0.053322s. Angles: [172.5167460056703, 75.81684429749953, 11.824473444144342, 66.54521838007321]\n",
      "[OK] Frame 2_149.png (class: 2) processed in 0.050741s. Angles: [172.45806868180102, 74.85187522168773, 11.74515399228794, 66.81277184709728]\n",
      "[OK] Frame 2_150.png (class: 2) processed in 0.050835s. Angles: [172.514750698189, 73.987534163812, 11.645063958183705, 67.06857379553792]\n",
      "[OK] Frame 2_151.png (class: 2) processed in 0.051088s. Angles: [172.72996698616575, 72.78591666453877, 11.493302484203836, 67.1289289737561]\n",
      "[OK] Frame 2_152.png (class: 2) processed in 0.053182s. Angles: [173.0253647109184, 71.4151389349783, 11.35529259901916, 67.29298141114481]\n",
      "[OK] Frame 2_153.png (class: 2) processed in 0.056824s. Angles: [173.5654283214901, 70.15792156271428, 11.101195934485757, 67.33578926568963]\n",
      "[OK] Frame 2_154.png (class: 2) processed in 0.052142s. Angles: [174.1395635233803, 69.26039508968366, 10.832638247487536, 67.44480697037096]\n",
      "[OK] Frame 2_155.png (class: 2) processed in 0.05153s. Angles: [174.47817767725766, 68.4893404449478, 10.640109074170349, 67.3538583040395]\n",
      "[OK] Frame 2_156.png (class: 2) processed in 0.052904s. Angles: [174.7654546056329, 67.40282505725197, 10.480277379610538, 66.56686856219751]\n",
      "[OK] Frame 2_157.png (class: 2) processed in 0.051281s. Angles: [175.09116394707448, 66.63918723713088, 10.291977036753371, 66.11671586759559]\n",
      "[OK] Frame 2_158.png (class: 2) processed in 0.051745s. Angles: [175.3002550101601, 65.6317234280128, 10.161727967530215, 65.14308018145057]\n",
      "[OK] Frame 2_159.png (class: 2) processed in 0.051352s. Angles: [175.55617728838993, 64.41188918662372, 10.013576725022926, 64.25998457806058]\n",
      "[OK] Frame 2_160.png (class: 2) processed in 0.053219s. Angles: [175.6927312886089, 63.83816510801549, 9.934596138450155, 64.07384298057681]\n",
      "[OK] Frame 2_161.png (class: 2) processed in 0.052143s. Angles: [175.8935352259578, 63.19802436970951, 9.809031956375783, 63.95417402568341]\n",
      "[OK] Frame 2_162.png (class: 2) processed in 0.052247s. Angles: [176.0611584783576, 63.021611215833644, 9.698954119283036, 63.885900280479994]\n",
      "[OK] Frame 2_163.png (class: 2) processed in 0.050667s. Angles: [176.11917193487926, 62.7503882983541, 9.628950384717408, 63.970404413912945]\n",
      "[OK] Frame 2_164.png (class: 2) processed in 0.058861s. Angles: [176.23457578613196, 62.56397941385329, 9.537032990021169, 63.98683347636787]\n",
      "[OK] Frame 2_165.png (class: 2) processed in 0.051548s. Angles: [176.39657496960845, 62.43147080717983, 9.43894156810749, 63.9733885924125]\n",
      "[OK] Frame 2_166.png (class: 2) processed in 0.051721s. Angles: [176.5321844980391, 62.22076808337649, 9.347269988682557, 63.85536272698822]\n",
      "[OK] Frame 2_167.png (class: 2) processed in 0.052573s. Angles: [176.52436765751867, 62.314205834808384, 9.295365783753198, 63.83769233564543]\n",
      "[OK] Frame 2_168.png (class: 2) processed in 0.061547s. Angles: [176.57654539651028, 62.43399117996603, 9.242267509771263, 63.791265746890296]\n",
      "[OK] Frame 2_169.png (class: 2) processed in 0.051742s. Angles: [176.63905683838664, 61.530058037972196, 9.212704834630795, 62.5008759829338]\n",
      "[OK] Frame 2_170.png (class: 2) processed in 0.05132s. Angles: [176.9116542816221, 61.58580494130786, 9.19262225645482, 61.91642276088223]\n",
      "[OK] Frame 2_171.png (class: 2) processed in 0.051344s. Angles: [177.14301222915626, 61.592445133679846, 9.182807407546393, 61.452636753311054]\n",
      "[OK] Frame 2_172.png (class: 2) processed in 0.052743s. Angles: [177.3803529638308, 61.92186663043902, 9.201719004404135, 61.36019680325861]\n",
      "[OK] Frame 2_173.png (class: 2) processed in 0.05292s. Angles: [177.72240751790568, 62.27924411362391, 9.235716275979382, 61.37425583013307]\n",
      "[OK] Frame 2_174.png (class: 2) processed in 0.051223s. Angles: [177.8604185284507, 62.699777026091596, 9.275587921710013, 61.56151547931464]\n",
      "[OK] Frame 2_175.png (class: 2) processed in 0.051837s. Angles: [178.01383920329653, 63.38641067814496, 9.28466853461893, 62.00904614971889]\n",
      "[OK] Frame 2_176.png (class: 2) processed in 0.053888s. Angles: [178.2025514805167, 64.30338409759906, 9.319480082889555, 62.423167178059956]\n",
      "[OK] Frame 2_177.png (class: 2) processed in 0.05135s. Angles: [178.35668321970746, 65.1811672897758, 9.36689086685656, 62.528173295112964]\n",
      "[OK] Frame 2_178.png (class: 2) processed in 0.05146s. Angles: [178.430269006715, 66.09613735337243, 9.443227969088882, 62.60274927908969]\n",
      "[OK] Frame 2_179.png (class: 2) processed in 0.052096s. Angles: [178.4921166342127, 66.7845049399174, 9.525456389435272, 62.67045731829846]\n",
      "[OK] Frame 2_180.png (class: 2) processed in 0.060075s. Angles: [178.5854564538883, 67.37512633315362, 9.588155023048435, 62.812487304934]\n",
      "[OK] Frame 2_181.png (class: 2) processed in 0.06623s. Angles: [178.76153041539126, 68.67025847485061, 9.624601165464247, 63.20163411762591]\n",
      "[OK] Frame 2_182.png (class: 2) processed in 0.05307s. Angles: [178.87238903597913, 69.32074735404035, 9.648063455155622, 63.42517306852511]\n",
      "[OK] Frame 2_183.png (class: 2) processed in 0.052206s. Angles: [178.94567172132852, 70.00674507973902, 9.673160762830122, 63.5478301608522]\n",
      "[OK] Frame 2_184.png (class: 2) processed in 0.054228s. Angles: [178.97036798708393, 70.74282692082217, 9.710982182518167, 63.65714799160475]\n",
      "[OK] Frame 2_185.png (class: 2) processed in 0.050882s. Angles: [179.01170118625038, 71.22859394260313, 9.750972644835885, 63.7696955981612]\n",
      "[OK] Frame 2_186.png (class: 2) processed in 0.050818s. Angles: [179.05897277154273, 71.88257560624146, 9.79378580149333, 63.66956392250163]\n",
      "[OK] Frame 2_187.png (class: 2) processed in 0.051132s. Angles: [179.09271972357993, 72.58399084185471, 9.823880014468651, 63.71127604425102]\n",
      "[OK] Frame 2_188.png (class: 2) processed in 0.052703s. Angles: [179.11111366537457, 73.03635708468872, 9.839384566865533, 63.81511511119485]\n",
      "[OK] Frame 2_189.png (class: 2) processed in 0.053086s. Angles: [179.07140336533828, 73.27154397218735, 9.886915111834265, 63.84807315519211]\n",
      "[OK] Frame 2_190.png (class: 2) processed in 0.051889s. Angles: [179.1409882858384, 73.57110205017621, 9.878348094827249, 63.94075241554974]\n",
      "[OK] Frame 2_191.png (class: 2) processed in 0.052221s. Angles: [179.19037652492457, 73.82479693085283, 9.876371539485477, 64.11477880229222]\n",
      "[OK] Frame 2_192.png (class: 2) processed in 0.05433s. Angles: [179.28735013381842, 73.90902425096799, 9.83499893665734, 64.23090198251313]\n",
      "[OK] Frame 2_193.png (class: 2) processed in 0.052184s. Angles: [179.35317105230362, 73.88388908996642, 9.801661596690174, 64.28840061089345]\n",
      "[OK] Frame 2_194.png (class: 2) processed in 0.050776s. Angles: [179.44987236445965, 74.09239213814155, 9.750553212353227, 64.44319752169612]\n",
      "[OK] Frame 2_195.png (class: 2) processed in 0.050229s. Angles: [179.49139772152662, 74.71961900069002, 9.727534209828253, 64.99096504286635]\n",
      "[OK] Frame 2_196.png (class: 2) processed in 0.052572s. Angles: [179.46634042393865, 75.65644199727019, 9.72963281957954, 65.58533967353965]\n",
      "[OK] Frame 2_197.png (class: 2) processed in 0.050833s. Angles: [179.4827447536121, 76.40262458006633, 9.713863095707232, 66.08278061605856]\n",
      "[OK] Frame 2_198.png (class: 2) processed in 0.051416s. Angles: [179.4774500537301, 76.68243194890803, 9.710727324304228, 66.19380966487117]\n",
      "[OK] Frame 2_199.png (class: 2) processed in 0.061089s. Angles: [179.33026780953395, 77.3129809397218, 9.751079947137903, 67.01707857941608]\n",
      "[OK] Frame 3_0.png (class: 3) processed in 0.052289s. Angles: [98.43808177496045, 95.5108104867394, 71.01078139902464, 73.22205790603233]\n",
      "[SKIP] Frame 3_1.png (class: 3) processed in 0.051513s. Angles: [104.545836397674, 99.25992416884584, 76.65566581138255, 75.73095825668946]\n",
      "[OK] Frame 3_2.png (class: 3) processed in 0.051393s. Angles: [104.2623866250847, 100.67907034579646, 76.40787460857466, 76.84736636492877]\n",
      "[OK] Frame 3_3.png (class: 3) processed in 0.051602s. Angles: [104.10437257357866, 102.00761863013147, 76.07897139797062, 77.86678314267932]\n",
      "[OK] Frame 3_4.png (class: 3) processed in 0.055291s. Angles: [104.9250435941661, 102.99682728554305, 76.27552591579622, 78.4110780967055]\n",
      "[OK] Frame 3_5.png (class: 3) processed in 0.057598s. Angles: [105.4788523474064, 103.61749204495942, 76.55392203982797, 78.82740055572299]\n",
      "[OK] Frame 3_6.png (class: 3) processed in 0.051247s. Angles: [105.30281548118028, 104.1549051507607, 76.10649650058764, 79.24066318150432]\n",
      "[OK] Frame 3_7.png (class: 3) processed in 0.051408s. Angles: [105.61668948587933, 104.46952250434818, 76.06034881789486, 79.26938581421045]\n",
      "[OK] Frame 3_8.png (class: 3) processed in 0.052252s. Angles: [105.81768152165625, 104.54306526269524, 76.05324664127008, 79.15685372481389]\n",
      "[OK] Frame 3_9.png (class: 3) processed in 0.051912s. Angles: [105.27024945343469, 104.50753024806588, 75.6234113262978, 79.10553740786665]\n",
      "[OK] Frame 3_10.png (class: 3) processed in 0.050649s. Angles: [104.74945502757785, 104.46323138747259, 75.44814235674109, 79.04752213416978]\n",
      "[OK] Frame 3_11.png (class: 3) processed in 0.052222s. Angles: [104.13292461290169, 104.29790325171463, 75.08829519894525, 78.9774361109478]\n",
      "[OK] Frame 3_12.png (class: 3) processed in 0.05958s. Angles: [103.78808080511341, 104.13709451934221, 74.80575768799588, 78.93009285028393]\n",
      "[OK] Frame 3_13.png (class: 3) processed in 0.053135s. Angles: [103.60882422539916, 103.95455424729252, 74.56465253348244, 78.90268922079677]\n",
      "[OK] Frame 3_14.png (class: 3) processed in 0.0509s. Angles: [103.53999991556825, 103.79172044245873, 74.5380552935429, 78.88967848143186]\n",
      "[OK] Frame 3_15.png (class: 3) processed in 0.051725s. Angles: [103.52776873701616, 103.64334973942447, 74.58165601787547, 78.85051531385463]\n",
      "[OK] Frame 3_16.png (class: 3) processed in 0.053026s. Angles: [103.32346397249405, 103.43013262542203, 74.43559750856846, 78.81616779306968]\n",
      "[OK] Frame 3_17.png (class: 3) processed in 0.051762s. Angles: [103.23100941162994, 103.28578846877342, 74.394022965352, 78.77431524379111]\n",
      "[OK] Frame 3_18.png (class: 3) processed in 0.052746s. Angles: [103.14643174681576, 103.21848698748005, 74.37337402456791, 78.72822654782827]\n",
      "[OK] Frame 3_19.png (class: 3) processed in 0.060271s. Angles: [103.06331317804185, 103.05088467246483, 74.36861288834837, 78.60846538807284]\n",
      "[OK] Frame 3_20.png (class: 3) processed in 0.052688s. Angles: [103.05010255518371, 102.99368117400095, 74.32045048737734, 78.52891421097065]\n",
      "[OK] Frame 3_21.png (class: 3) processed in 0.052641s. Angles: [102.95188770791734, 102.88980554212826, 74.31344337619187, 78.46735550875704]\n",
      "[OK] Frame 3_22.png (class: 3) processed in 0.051168s. Angles: [102.89437220381294, 102.86051723334582, 74.29651940192305, 78.40951448697888]\n",
      "[OK] Frame 3_23.png (class: 3) processed in 0.051001s. Angles: [102.81129179062202, 102.91787408886916, 74.29617956573746, 78.44873324308995]\n",
      "[OK] Frame 3_24.png (class: 3) processed in 0.05835s. Angles: [102.68063491180506, 102.93641490323115, 74.32918536480732, 78.46948547874136]\n",
      "[OK] Frame 3_25.png (class: 3) processed in 0.0513s. Angles: [102.52746404199581, 102.8870561309265, 74.33872228978692, 78.46764213502925]\n",
      "[OK] Frame 3_26.png (class: 3) processed in 0.052697s. Angles: [102.5181369748481, 102.85902398511874, 74.33629376152614, 78.49232297645975]\n",
      "[OK] Frame 3_27.png (class: 3) processed in 0.051605s. Angles: [102.53007200512849, 102.83587701475075, 74.37498507977645, 78.5057302066071]\n",
      "[OK] Frame 3_28.png (class: 3) processed in 0.058672s. Angles: [102.43612438574544, 102.79356788999802, 74.38672749789316, 78.48690605399628]\n",
      "[OK] Frame 3_29.png (class: 3) processed in 0.052499s. Angles: [102.45187178849766, 102.73299677957137, 74.4218934875426, 78.47544168951597]\n",
      "[OK] Frame 3_30.png (class: 3) processed in 0.051008s. Angles: [102.39879158392579, 102.68006974043998, 74.41890615316086, 78.46006437484165]\n",
      "[OK] Frame 3_31.png (class: 3) processed in 0.052157s. Angles: [102.22486259113309, 102.56725431719153, 74.38168743209442, 78.44196150955028]\n",
      "[OK] Frame 3_32.png (class: 3) processed in 0.05267s. Angles: [102.1177072285114, 102.4307861130852, 74.37751670919, 78.41922674831761]\n",
      "[OK] Frame 3_33.png (class: 3) processed in 0.051182s. Angles: [102.00983960297715, 102.26845493015155, 74.37165938163145, 78.39095932541836]\n",
      "[OK] Frame 3_34.png (class: 3) processed in 0.0516s. Angles: [101.93354481371134, 102.16988259105395, 74.36472980858218, 78.34267293371231]\n",
      "[OK] Frame 3_35.png (class: 3) processed in 0.051635s. Angles: [101.88269592477423, 102.08699707925284, 74.36290900652254, 78.29138304050687]\n",
      "[OK] Frame 3_36.png (class: 3) processed in 0.054438s. Angles: [101.80367769809011, 101.93277506189607, 74.34813016394362, 78.15906381379698]\n",
      "[OK] Frame 3_37.png (class: 3) processed in 0.052686s. Angles: [101.69731965486223, 101.69482028129806, 74.30329015745592, 77.9477093417605]\n",
      "[OK] Frame 3_38.png (class: 3) processed in 0.052865s. Angles: [101.58270024334557, 101.49672758516658, 74.2567616666464, 77.76216807975578]\n",
      "[OK] Frame 3_39.png (class: 3) processed in 0.05222s. Angles: [101.52972702300092, 101.34206534869735, 74.23181963745255, 77.60663690755896]\n",
      "[OK] Frame 3_40.png (class: 3) processed in 0.051871s. Angles: [101.48933170640218, 101.21359335974385, 74.24481632727026, 77.47331962298175]\n",
      "[OK] Frame 3_41.png (class: 3) processed in 0.051857s. Angles: [101.41467188268082, 101.10227386651262, 74.19216124158832, 77.37223877045]\n",
      "[OK] Frame 3_42.png (class: 3) processed in 0.052062s. Angles: [101.37051342428634, 101.02739936679627, 74.16913191206842, 77.30330247831891]\n",
      "[OK] Frame 3_43.png (class: 3) processed in 0.061228s. Angles: [101.30404741911232, 100.89401611144902, 74.15452311385759, 77.27416843066527]\n",
      "[OK] Frame 3_44.png (class: 3) processed in 0.052214s. Angles: [101.21454917201005, 100.80875908775475, 74.13231374761207, 77.25013985007514]\n",
      "[OK] Frame 3_45.png (class: 3) processed in 0.052348s. Angles: [101.18516844735775, 100.68094345023191, 74.1588812762559, 77.22757626206831]\n",
      "[OK] Frame 3_46.png (class: 3) processed in 0.052765s. Angles: [101.16725026403088, 100.5015602010864, 74.14488922402775, 77.17793917260978]\n",
      "[OK] Frame 3_47.png (class: 3) processed in 0.051036s. Angles: [101.16378831577619, 100.1845476663086, 74.12417701824113, 77.14601132269831]\n",
      "[OK] Frame 3_48.png (class: 3) processed in 0.054641s. Angles: [101.1556934318967, 99.63601411585249, 74.10219109778778, 77.10240406443798]\n",
      "[OK] Frame 3_49.png (class: 3) processed in 0.052316s. Angles: [101.11590176339286, 98.78208706796819, 74.11770160006502, 77.27292566220588]\n",
      "[OK] Frame 3_50.png (class: 3) processed in 0.051344s. Angles: [101.01094411948705, 98.04560493032582, 74.02970753061828, 77.31522531428612]\n",
      "[OK] Frame 3_51.png (class: 3) processed in 0.052001s. Angles: [100.68418027978124, 97.48248002616728, 73.94773516140982, 77.67765016441692]\n",
      "[OK] Frame 3_52.png (class: 3) processed in 0.054845s. Angles: [100.06424216297275, 97.1363574882511, 73.85706639041994, 77.62121209596471]\n",
      "[OK] Frame 3_53.png (class: 3) processed in 0.063889s. Angles: [98.79786673751391, 96.70858082665264, 73.56941382525591, 77.56176563926546]\n",
      "[OK] Frame 3_54.png (class: 3) processed in 0.051163s. Angles: [96.90649973218167, 96.48043947278943, 73.50766594304697, 77.72909624295745]\n",
      "[OK] Frame 3_55.png (class: 3) processed in 0.061487s. Angles: [95.39041446943119, 95.93190111965544, 73.41473317174759, 77.73767385785152]\n",
      "[OK] Frame 3_56.png (class: 3) processed in 0.052541s. Angles: [94.49626127645038, 95.42157662100496, 73.24983513250426, 77.78462609569051]\n",
      "[OK] Frame 3_57.png (class: 3) processed in 0.051325s. Angles: [93.55409165731761, 95.0788957535981, 73.16783851632954, 78.0033545947771]\n",
      "[OK] Frame 3_58.png (class: 3) processed in 0.053135s. Angles: [92.45456424572977, 94.53189210483818, 73.08616602532094, 78.05158624276116]\n",
      "[OK] Frame 3_59.png (class: 3) processed in 0.051461s. Angles: [91.57384018085905, 94.03129183419725, 72.92084056438307, 77.99774090011047]\n",
      "[OK] Frame 3_60.png (class: 3) processed in 0.052801s. Angles: [90.91386100831699, 93.75631831553265, 72.85830769252736, 77.95423456735914]\n",
      "[OK] Frame 3_61.png (class: 3) processed in 0.05284s. Angles: [90.34020347223925, 93.39819697710267, 72.85372166740981, 77.94862138295854]\n",
      "[OK] Frame 3_62.png (class: 3) processed in 0.051708s. Angles: [89.55948660609268, 92.96214563401533, 72.84794029674491, 77.7830308645846]\n",
      "[OK] Frame 3_63.png (class: 3) processed in 0.051251s. Angles: [88.5555626775371, 92.50237876970851, 72.88797037617064, 77.80669126032672]\n",
      "[OK] Frame 3_64.png (class: 3) processed in 0.052646s. Angles: [87.70301497794921, 92.12550753696338, 72.8555888443864, 77.67758961437544]\n",
      "[OK] Frame 3_65.png (class: 3) processed in 0.051406s. Angles: [86.7506105021955, 91.7667473758327, 72.73985212722827, 77.62435054647092]\n",
      "[OK] Frame 3_66.png (class: 3) processed in 0.052009s. Angles: [85.92410190076693, 91.60797696360117, 72.63376458888919, 77.67017852416879]\n",
      "[OK] Frame 3_67.png (class: 3) processed in 0.051568s. Angles: [85.14728678760382, 91.50432000753624, 72.4745802314514, 77.83186326720515]\n",
      "[OK] Frame 3_68.png (class: 3) processed in 0.051895s. Angles: [84.46517124874948, 91.24781936954857, 72.38826520092181, 77.80484851086457]\n",
      "[OK] Frame 3_69.png (class: 3) processed in 0.051879s. Angles: [83.84754551745247, 90.90472800962189, 72.31614564234384, 77.72873388082057]\n",
      "[OK] Frame 3_70.png (class: 3) processed in 0.052197s. Angles: [83.38728318763843, 90.52453669013138, 72.31013386852622, 77.70174202656717]\n",
      "[OK] Frame 3_71.png (class: 3) processed in 0.052243s. Angles: [83.13913459155451, 90.10690314365196, 72.38161626294166, 77.72417169336495]\n",
      "[OK] Frame 3_72.png (class: 3) processed in 0.061241s. Angles: [82.75538020046153, 89.67820615900335, 72.4069547700836, 77.67658341966244]\n",
      "[OK] Frame 3_73.png (class: 3) processed in 0.050741s. Angles: [82.34833372223098, 89.08811073700204, 72.53267731144274, 77.47281288978763]\n",
      "[OK] Frame 3_74.png (class: 3) processed in 0.051398s. Angles: [81.8072300945846, 88.45760458989875, 72.47470662506457, 77.35691573599938]\n",
      "[OK] Frame 3_75.png (class: 3) processed in 0.052566s. Angles: [81.00306031765203, 87.98778596659058, 72.25933620724393, 77.27946540374255]\n",
      "[OK] Frame 3_76.png (class: 3) processed in 0.053271s. Angles: [80.39755598431408, 87.68739668825559, 72.23262058588233, 77.28531640459518]\n",
      "[OK] Frame 3_77.png (class: 3) processed in 0.052105s. Angles: [79.44065618130657, 87.46664300222609, 72.12919919844084, 77.39682733512848]\n",
      "[OK] Frame 3_78.png (class: 3) processed in 0.051704s. Angles: [78.87215029190703, 87.10633522925977, 72.05029611864511, 77.45062872268187]\n",
      "[OK] Frame 3_79.png (class: 3) processed in 0.051793s. Angles: [77.8491198612433, 86.5429570167972, 71.55980055662634, 77.39439938665261]\n",
      "[OK] Frame 3_80.png (class: 3) processed in 0.053226s. Angles: [77.07266080914107, 86.00321177153054, 71.29145704325352, 77.4196685245054]\n",
      "[OK] Frame 3_81.png (class: 3) processed in 0.052649s. Angles: [76.48861182731592, 85.54337960467022, 71.32913650055487, 77.45270786417537]\n",
      "[OK] Frame 3_82.png (class: 3) processed in 0.052184s. Angles: [75.79795658329307, 84.85814178623684, 71.20194691912872, 77.47211996793754]\n",
      "[OK] Frame 3_83.png (class: 3) processed in 0.051998s. Angles: [74.8110589364977, 84.21821704225357, 71.07642578526256, 77.4484485951899]\n",
      "[OK] Frame 3_84.png (class: 3) processed in 0.052891s. Angles: [74.1138899076892, 83.40575953055358, 71.0367927598705, 77.36489560856752]\n",
      "[OK] Frame 3_85.png (class: 3) processed in 0.052174s. Angles: [73.32011745723722, 83.0914588891022, 71.02787657970772, 77.3407168666106]\n",
      "[OK] Frame 3_86.png (class: 3) processed in 0.052665s. Angles: [72.48988082071794, 82.67910609286784, 70.94884652843963, 77.2851714678638]\n",
      "[OK] Frame 3_87.png (class: 3) processed in 0.050899s. Angles: [71.44883500270154, 82.38990645396599, 70.85948468185771, 77.34059934459722]\n",
      "[OK] Frame 3_88.png (class: 3) processed in 0.059377s. Angles: [70.41163583353591, 82.0334649822669, 70.85139592111683, 77.28485930983126]\n",
      "[OK] Frame 3_89.png (class: 3) processed in 0.052802s. Angles: [69.32421355226636, 81.81051315586731, 70.35700823219773, 77.48810643710071]\n",
      "[OK] Frame 3_90.png (class: 3) processed in 0.051134s. Angles: [68.07833280243632, 81.55882855425297, 69.89471514731167, 77.49997708729576]\n",
      "[OK] Frame 3_91.png (class: 3) processed in 0.051626s. Angles: [66.7948812984046, 80.96442412016157, 69.1512194147865, 77.4172852481261]\n",
      "[OK] Frame 3_92.png (class: 3) processed in 0.052797s. Angles: [65.08827643994634, 80.23168796143828, 68.13683514430575, 77.21121162921229]\n",
      "[OK] Frame 3_93.png (class: 3) processed in 0.054075s. Angles: [63.720846010990606, 79.66418116165295, 67.27399554237225, 76.93372873986728]\n",
      "[OK] Frame 3_94.png (class: 3) processed in 0.051115s. Angles: [62.959113017098275, 78.77479589901648, 66.86271707540425, 76.34972630696232]\n",
      "[OK] Frame 3_95.png (class: 3) processed in 0.051888s. Angles: [62.035572467941634, 77.82104780905735, 66.45225977177623, 75.70857903372543]\n",
      "[OK] Frame 3_96.png (class: 3) processed in 0.052807s. Angles: [60.72815782519863, 77.29687288867882, 65.96868564264639, 75.49474401075888]\n",
      "[OK] Frame 3_97.png (class: 3) processed in 0.051213s. Angles: [59.44679838431786, 76.56642611494543, 65.35322958900446, 75.33963162587905]\n",
      "[OK] Frame 3_98.png (class: 3) processed in 0.051668s. Angles: [58.486700495978326, 75.38765952389726, 65.28788779552988, 74.83082310488157]\n",
      "[OK] Frame 3_99.png (class: 3) processed in 0.051659s. Angles: [59.146587014927626, 74.89391971050864, 66.78869088463817, 75.12096468055714]\n",
      "[OK] Frame 3_100.png (class: 3) processed in 0.053108s. Angles: [58.44423082742581, 74.1442738512218, 67.3276682230309, 75.19309798871663]\n",
      "[OK] Frame 3_101.png (class: 3) processed in 0.050982s. Angles: [57.914798548041695, 73.18752727730218, 67.37115156624387, 74.81331880391335]\n",
      "[OK] Frame 3_102.png (class: 3) processed in 0.051813s. Angles: [56.91297483806287, 72.13773100099642, 67.18472014041335, 74.49330179246736]\n",
      "[OK] Frame 3_103.png (class: 3) processed in 0.051308s. Angles: [56.01982507686558, 71.24089122354513, 66.91675243459109, 74.27246043483996]\n",
      "[OK] Frame 3_104.png (class: 3) processed in 0.054586s. Angles: [55.168619062338536, 70.44137312687992, 66.69877076557677, 73.82717347171028]\n",
      "[OK] Frame 3_105.png (class: 3) processed in 0.052297s. Angles: [54.36475576043221, 69.57540534428172, 66.47734736526706, 73.43717698714632]\n",
      "[OK] Frame 3_106.png (class: 3) processed in 0.052316s. Angles: [53.73169706491348, 68.85651603845604, 66.33892762631424, 73.08408797109584]\n",
      "[OK] Frame 3_107.png (class: 3) processed in 0.052476s. Angles: [53.359995843436884, 68.05846747906564, 66.26569545796417, 72.73542298757515]\n",
      "[OK] Frame 3_108.png (class: 3) processed in 0.052184s. Angles: [52.98369996949418, 67.43316172413819, 66.16359832973876, 72.45287962004849]\n",
      "[OK] Frame 3_109.png (class: 3) processed in 0.051915s. Angles: [52.63997884027131, 66.83055431592877, 66.03998380192168, 72.445926755435]\n",
      "[OK] Frame 3_110.png (class: 3) processed in 0.051319s. Angles: [52.38952205769918, 65.82074480218736, 66.00949877228248, 72.35669233674258]\n",
      "[OK] Frame 3_111.png (class: 3) processed in 0.051633s. Angles: [51.83314550877434, 65.06996770157271, 65.9925658630002, 72.35721148781349]\n",
      "[OK] Frame 3_112.png (class: 3) processed in 0.052214s. Angles: [51.011950543582756, 64.39768418917522, 65.97656352032355, 72.19405674268691]\n",
      "[OK] Frame 3_113.png (class: 3) processed in 0.051724s. Angles: [50.720743961678814, 64.13591950496446, 66.0701577920205, 71.89155617346971]\n",
      "[OK] Frame 3_114.png (class: 3) processed in 0.051175s. Angles: [50.47687196378756, 63.63365961246631, 66.0778444123604, 71.47817690772744]\n",
      "[OK] Frame 3_115.png (class: 3) processed in 0.051474s. Angles: [50.293242179330555, 62.450836294796346, 66.07812139619446, 71.15413778040235]\n",
      "[OK] Frame 3_116.png (class: 3) processed in 0.05268s. Angles: [50.25502973101351, 61.21279511797234, 66.08533860126194, 71.11415584927505]\n",
      "[OK] Frame 3_117.png (class: 3) processed in 0.051343s. Angles: [50.03986145672924, 60.333550965472085, 66.08924054448339, 71.01975687300668]\n",
      "[OK] Frame 3_118.png (class: 3) processed in 0.053392s. Angles: [49.731111986987486, 59.776605745386306, 66.04050745260868, 71.00057005516477]\n",
      "[OK] Frame 3_119.png (class: 3) processed in 0.051387s. Angles: [49.62064617345456, 59.45835213259741, 66.04210725604474, 70.89391208549809]\n",
      "[OK] Frame 3_120.png (class: 3) processed in 0.061308s. Angles: [49.43259065044281, 59.36991701721302, 66.03702174691675, 70.81705235991508]\n",
      "[OK] Frame 3_121.png (class: 3) processed in 0.055257s. Angles: [49.25083112132437, 59.08458312477477, 65.91138650236607, 70.3715881488392]\n",
      "[OK] Frame 3_122.png (class: 3) processed in 0.059354s. Angles: [49.046577048363766, 59.107406386874146, 65.74100335104968, 70.21232120720657]\n",
      "[OK] Frame 3_123.png (class: 3) processed in 0.051807s. Angles: [48.81724935841319, 59.066663081708526, 65.51670659310248, 70.11486573757118]\n",
      "[OK] Frame 3_124.png (class: 3) processed in 0.055565s. Angles: [48.66444366957217, 58.85187476212335, 65.33774402237415, 69.9885557444674]\n",
      "[OK] Frame 3_125.png (class: 3) processed in 0.051558s. Angles: [48.621596373155505, 58.66540893202528, 65.2469197245422, 69.84216087647326]\n",
      "[OK] Frame 3_126.png (class: 3) processed in 0.051643s. Angles: [48.51658340506001, 58.49192681591952, 65.15974152141116, 69.80024494410283]\n",
      "[OK] Frame 3_127.png (class: 3) processed in 0.051652s. Angles: [48.33078811235063, 58.350579121657624, 65.01089998326319, 69.74016927772145]\n",
      "[OK] Frame 3_128.png (class: 3) processed in 0.058799s. Angles: [48.1490811723879, 58.22740267824799, 64.94474250149436, 69.64970831099544]\n",
      "[OK] Frame 3_129.png (class: 3) processed in 0.050825s. Angles: [47.97685183213821, 58.07002021460281, 64.89823652803246, 69.51742072938869]\n",
      "[OK] Frame 3_130.png (class: 3) processed in 0.053584s. Angles: [47.83738552604316, 57.952997322798645, 64.89827950061078, 69.47804556343654]\n",
      "[OK] Frame 3_131.png (class: 3) processed in 0.051196s. Angles: [47.613820677578246, 57.819590111495515, 64.84394342007953, 69.41641554605496]\n",
      "[OK] Frame 3_132.png (class: 3) processed in 0.051695s. Angles: [47.27818398416867, 57.779472206310935, 64.72354163887233, 69.40806651637523]\n",
      "[OK] Frame 3_133.png (class: 3) processed in 0.062181s. Angles: [46.857653192174155, 57.73378611964098, 64.51567148543485, 69.39256923628373]\n",
      "[OK] Frame 3_134.png (class: 3) processed in 0.051231s. Angles: [46.46154249915167, 57.708683976819096, 64.34571697845257, 69.38450176787153]\n",
      "[OK] Frame 3_135.png (class: 3) processed in 0.051478s. Angles: [46.26167566035854, 57.60411333729508, 64.31414965213096, 69.35974311092778]\n",
      "[OK] Frame 3_136.png (class: 3) processed in 0.051657s. Angles: [46.343137813650074, 57.38675721520108, 64.59626997312921, 69.27594187926846]\n",
      "[OK] Frame 3_137.png (class: 3) processed in 0.051847s. Angles: [46.37668882694633, 57.195422233204006, 64.71954100309466, 69.15400945822249]\n",
      "[OK] Frame 3_138.png (class: 3) processed in 0.051771s. Angles: [46.47803219911446, 57.10365993762095, 64.93840020180845, 69.10540088085548]\n",
      "[OK] Frame 3_139.png (class: 3) processed in 0.051162s. Angles: [46.4118936219336, 56.80401443480707, 64.90718010554546, 68.80654193280029]\n",
      "[OK] Frame 3_140.png (class: 3) processed in 0.052625s. Angles: [46.227946418996595, 56.39892552366064, 64.72962182690476, 68.36839681480667]\n",
      "[OK] Frame 3_141.png (class: 3) processed in 0.051795s. Angles: [46.20547858559781, 56.24119102476679, 64.79922206726812, 68.23033416675364]\n",
      "[OK] Frame 3_142.png (class: 3) processed in 0.051807s. Angles: [46.18150520533589, 56.06500348565774, 64.9065397632127, 68.14176935298374]\n",
      "[OK] Frame 3_143.png (class: 3) processed in 0.055985s. Angles: [46.10081478559895, 55.99499460195025, 64.90212116415171, 68.08561286237776]\n",
      "[OK] Frame 3_144.png (class: 3) processed in 0.05168s. Angles: [46.021394325375375, 55.632029872472806, 64.86115348703514, 67.71341334274102]\n",
      "[OK] Frame 3_145.png (class: 3) processed in 0.054512s. Angles: [45.94021530043765, 55.46481754662698, 64.77419131136593, 67.47331951177415]\n",
      "[OK] Frame 3_146.png (class: 3) processed in 0.051061s. Angles: [46.04467009406141, 55.254355322633046, 64.93739336338173, 67.26126868935033]\n",
      "[OK] Frame 3_147.png (class: 3) processed in 0.053116s. Angles: [46.1131876486388, 55.240326615628966, 65.08519937650675, 67.18167512357947]\n",
      "[OK] Frame 3_148.png (class: 3) processed in 0.060763s. Angles: [46.1348231926355, 55.27595294145562, 65.0593695647651, 67.14489634533986]\n",
      "[OK] Frame 3_149.png (class: 3) processed in 0.052827s. Angles: [45.82663487643126, 55.93859031493936, 64.60611919730954, 67.37617069132035]\n",
      "[OK] Frame 3_150.png (class: 3) processed in 0.051638s. Angles: [45.476350580171285, 56.59101331472873, 64.13680785738532, 67.71466972112513]\n",
      "[OK] Frame 3_151.png (class: 3) processed in 0.050715s. Angles: [45.1713214369583, 56.970995341181776, 63.64202154861753, 67.98767121743636]\n",
      "[OK] Frame 3_152.png (class: 3) processed in 0.064781s. Angles: [44.900621342891526, 57.131400071940185, 63.26168633888923, 68.0456959054011]\n",
      "[OK] Frame 3_153.png (class: 3) processed in 0.051499s. Angles: [44.73109671847832, 57.118986350191484, 62.99671949287644, 67.9849591127388]\n",
      "[OK] Frame 3_154.png (class: 3) processed in 0.052596s. Angles: [44.66318523491589, 57.183163049854805, 62.8052798426189, 67.9363274652261]\n",
      "[OK] Frame 3_155.png (class: 3) processed in 0.051986s. Angles: [44.60372943947206, 57.17451071706659, 62.61103001677381, 67.829429119591]\n",
      "[OK] Frame 3_156.png (class: 3) processed in 0.052269s. Angles: [44.58109762442243, 57.35542862446842, 62.35338894413775, 67.70306058408451]\n",
      "[OK] Frame 3_157.png (class: 3) processed in 0.05123s. Angles: [44.4202382446908, 57.79063196614288, 61.968127136490956, 67.54753385017182]\n",
      "[OK] Frame 3_158.png (class: 3) processed in 0.057155s. Angles: [44.53082812510456, 58.174170603473875, 61.76444891205103, 67.52149905411741]\n",
      "[OK] Frame 3_159.png (class: 3) processed in 0.05239s. Angles: [44.74659595538528, 58.671252310157186, 61.646490225932226, 67.45733490874963]\n",
      "[OK] Frame 3_160.png (class: 3) processed in 0.057276s. Angles: [44.950993423234024, 59.18430656113976, 61.51070525232728, 67.4128062010038]\n",
      "[OK] Frame 3_161.png (class: 3) processed in 0.052344s. Angles: [45.104232294249144, 59.37182302314646, 61.31485180456823, 67.26371600843441]\n",
      "[OK] Frame 3_162.png (class: 3) processed in 0.056531s. Angles: [45.455367316857355, 59.76339567711311, 61.22901912011161, 67.10788385497236]\n",
      "[OK] Frame 3_163.png (class: 3) processed in 0.050687s. Angles: [45.78936594403463, 60.39907529826232, 61.12759338456259, 67.13018500225137]\n",
      "[OK] Frame 3_164.png (class: 3) processed in 0.051956s. Angles: [46.168472291787396, 61.22562906150974, 61.10031955720413, 67.0788432506677]\n",
      "[OK] Frame 3_165.png (class: 3) processed in 0.052662s. Angles: [46.586934113429194, 61.70808100688337, 60.87520686567727, 66.97648399331034]\n",
      "[OK] Frame 3_166.png (class: 3) processed in 0.051209s. Angles: [46.88834089919605, 61.772377678637355, 60.60997178149779, 66.46291354647731]\n",
      "[OK] Frame 3_167.png (class: 3) processed in 0.05182s. Angles: [47.03436107410634, 62.147528877289, 60.34551353978497, 66.35776400469813]\n",
      "[OK] Frame 3_168.png (class: 3) processed in 0.052193s. Angles: [47.22532176205164, 62.62410348222541, 60.16791171132922, 66.404715268261]\n",
      "[OK] Frame 3_169.png (class: 3) processed in 0.051112s. Angles: [47.24095430716357, 62.687128994006194, 60.005568644438455, 66.38777797178518]\n",
      "[OK] Frame 3_170.png (class: 3) processed in 0.05171s. Angles: [47.26501697541042, 62.83307274400532, 59.73347869455435, 66.30121927484724]\n",
      "[OK] Frame 3_171.png (class: 3) processed in 0.055181s. Angles: [47.10154646305176, 62.982543451531214, 59.27570889478505, 66.26033795408804]\n",
      "[OK] Frame 3_172.png (class: 3) processed in 0.052231s. Angles: [46.94749581633705, 63.17272470177599, 58.92606376621528, 66.24951656188313]\n",
      "[OK] Frame 3_173.png (class: 3) processed in 0.051581s. Angles: [46.81141555223191, 63.28862430047943, 58.65202221358087, 66.29804664098509]\n",
      "[OK] Frame 3_174.png (class: 3) processed in 0.05144s. Angles: [46.71493510241673, 63.43078950859827, 58.4635295658305, 66.2386366383909]\n",
      "[OK] Frame 3_175.png (class: 3) processed in 0.052284s. Angles: [46.59087895033421, 63.53058996416167, 58.27374378070094, 66.24555240882354]\n",
      "[OK] Frame 3_176.png (class: 3) processed in 0.05758s. Angles: [46.37684860953322, 63.58709010982647, 57.89862535735263, 66.22007086422192]\n",
      "[OK] Frame 3_177.png (class: 3) processed in 0.051935s. Angles: [46.14454397705567, 63.55591018794398, 57.381681289042, 66.18795336611473]\n",
      "[OK] Frame 3_178.png (class: 3) processed in 0.051867s. Angles: [45.97362134225264, 63.58822804082231, 57.05001230399221, 66.09842700428123]\n",
      "[OK] Frame 3_179.png (class: 3) processed in 0.05102s. Angles: [45.79152631166801, 63.56449788306251, 56.739287072608995, 66.06838738041095]\n",
      "[OK] Frame 3_180.png (class: 3) processed in 0.056448s. Angles: [45.54359167781398, 63.6500261056087, 56.656033972649396, 66.15835321842836]\n",
      "[OK] Frame 3_181.png (class: 3) processed in 0.051988s. Angles: [45.34794100274838, 63.08803072911106, 56.56534166264245, 66.07590543743501]\n",
      "[OK] Frame 3_182.png (class: 3) processed in 0.051733s. Angles: [44.998265978527854, 61.82903151679625, 56.4320742717472, 65.97555861813659]\n",
      "[OK] Frame 3_183.png (class: 3) processed in 0.052454s. Angles: [44.47602969069251, 60.41056801295346, 56.338535101016845, 65.82216216462558]\n",
      "[OK] Frame 3_184.png (class: 3) processed in 0.055905s. Angles: [43.952958061902876, 59.268496864918966, 56.263253821581785, 65.53811795856645]\n",
      "[OK] Frame 3_185.png (class: 3) processed in 0.051813s. Angles: [43.42819139489336, 57.87147361076854, 56.24711662438798, 64.99523843073109]\n",
      "[OK] Frame 3_186.png (class: 3) processed in 0.051737s. Angles: [43.01970626819754, 56.83272523652267, 56.23756248118591, 64.837183609884]\n",
      "[OK] Frame 3_187.png (class: 3) processed in 0.055046s. Angles: [42.777463815511396, 56.38231929796823, 56.328691133431334, 64.79450922395479]\n",
      "[OK] Frame 3_188.png (class: 3) processed in 0.060323s. Angles: [42.58877680105973, 55.90327219284751, 56.51261234005323, 64.63004033753192]\n",
      "[OK] Frame 3_189.png (class: 3) processed in 0.051773s. Angles: [42.36749250696424, 55.478255549143284, 56.60654755350663, 64.38080192279243]\n",
      "[OK] Frame 3_190.png (class: 3) processed in 0.052194s. Angles: [42.105477030529066, 54.955965363855405, 56.716396325361, 64.1570454837239]\n",
      "[OK] Frame 3_191.png (class: 3) processed in 0.056256s. Angles: [41.88420843188364, 54.26532895482045, 56.82030768035676, 63.8216869508453]\n",
      "[OK] Frame 3_192.png (class: 3) processed in 0.064955s. Angles: [41.713462413122336, 53.35086300144578, 56.88499455844841, 63.22007449395416]\n",
      "[OK] Frame 3_193.png (class: 3) processed in 0.052327s. Angles: [41.563374360582436, 52.53786736285833, 56.899751503520605, 62.63043832029077]\n",
      "[OK] Frame 3_194.png (class: 3) processed in 0.054558s. Angles: [41.381783207896085, 52.32045089668706, 56.909172892021246, 62.56093311719904]\n",
      "[OK] Frame 3_195.png (class: 3) processed in 0.052209s. Angles: [41.25521434700373, 52.10743453586149, 56.908344584318144, 62.495414941566715]\n",
      "[OK] Frame 3_196.png (class: 3) processed in 0.052326s. Angles: [41.0214529460266, 51.87711106078533, 56.75922114378965, 62.46512833521841]\n",
      "[OK] Frame 3_197.png (class: 3) processed in 0.052486s. Angles: [40.74064771978092, 51.55270800639887, 56.548468509086085, 62.50551798042057]\n",
      "[OK] Frame 3_198.png (class: 3) processed in 0.051688s. Angles: [40.494056588779536, 51.30820396253839, 56.411064019341815, 62.63494719868012]\n",
      "[OK] Frame 3_199.png (class: 3) processed in 0.051161s. Angles: [40.246727035666375, 51.13743504640755, 56.20364256797473, 62.57547496133286]\n",
      "[OK] Frame 4_0.png (class: 4) processed in 0.054293s. Angles: [177.11639426494213, 173.73159003624576, 7.932405155321013, 178.69233994334476]\n",
      "[OK] Frame 4_1.png (class: 4) processed in 0.052132s. Angles: [176.7660898218036, 174.1784854888874, 6.466259219004097, 176.66753219342226]\n",
      "[SKIP] Frame 4_2.png (class: 4) processed in 0.051165s. Angles: [35.72944698698137, 160.12632241225452, 172.4997140149305, 156.24703344469665]\n",
      "[SKIP] Frame 4_3.png (class: 4) processed in 0.05219s. Angles: [170.9324250696957, 162.32774833301073, 177.83367875032985, 17.80739219853822]\n",
      "[SKIP] Frame 4_4.png (class: 4) processed in 0.054095s. Angles: [178.1611234195054, 176.85096690672947, 6.319205998402058, 174.41919211962536]\n",
      "[SKIP] Frame 4_5.png (class: 4) processed in 0.05175s. Angles: [164.5703831761368, 161.18935746880365, 167.093176653521, 41.97543189587227]\n",
      "[SKIP] Frame 4_6.png (class: 4) processed in 0.050744s. Angles: [178.49056436349932, 175.1383578610919, 6.248746508709118, 175.9930884702472]\n",
      "[OK] Frame 4_7.png (class: 4) processed in 0.053803s. Angles: [179.2556199023367, 174.28710339353114, 7.79059016395315, 176.98022806975325]\n",
      "[OK] Frame 4_8.png (class: 4) processed in 0.052101s. Angles: [179.21063867302465, 175.85675218272038, 7.576586176831697, 174.76588484367358]\n",
      "[OK] Frame 4_9.png (class: 4) processed in 0.051281s. Angles: [178.3088812293603, 175.413600532213, 7.9749270449965355, 175.88815598883298]\n",
      "[OK] Frame 4_10.png (class: 4) processed in 0.051909s. Angles: [178.7786475987302, 175.1878591794761, 7.667380233709427, 175.45443080505285]\n",
      "[OK] Frame 4_11.png (class: 4) processed in 0.051687s. Angles: [179.41599975311277, 174.77061263452606, 7.347454691958688, 176.21784985324953]\n",
      "[OK] Frame 4_12.png (class: 4) processed in 0.051913s. Angles: [178.86199698165623, 174.18156439963138, 7.568930721913161, 176.37464028415715]\n",
      "[OK] Frame 4_13.png (class: 4) processed in 0.051155s. Angles: [176.36625716472966, 174.1803433029852, 5.072957902255846, 176.29860294719606]\n",
      "[SKIP] Frame 4_14.png (class: 4) processed in 0.051905s. Angles: [93.0995748673279, 168.06267862308587, 1.4092021621400381, 175.7334671063597]\n",
      "[SKIP] Frame 4_15.png (class: 4) processed in 0.05113s. Angles: [173.47723055703207, 168.83347260380188, 3.7555079814332064, 177.008817256567]\n",
      "[SKIP] Frame 4_16.png (class: 4) processed in 0.052513s. Angles: [175.19787482174874, 175.38215372045397, 173.6086815399144, 10.386850576663855]\n",
      "[SKIP] Frame 4_17.png (class: 4) processed in 0.052351s. Angles: [177.3099744464237, 139.28532679380135, 173.10998265678458, 36.48059542260158]\n",
      "[SKIP] Frame 4_18.png (class: 4) processed in 0.054615s. Angles: [176.41291741380815, 31.247249751316776, 175.38065050751734, 172.43985950541256]\n",
      "[SKIP] Frame 4_19.png (class: 4) processed in 0.051941s. Angles: [177.9921395859313, 173.44332750342147, 173.25603859148885, 16.03573356609195]\n",
      "[SKIP] Frame 4_20.png (class: 4) processed in 0.052983s. Angles: [178.79434959560794, 178.18109242007645, 172.1424477911028, 8.540595318335901]\n",
      "[OK] Frame 4_21.png (class: 4) processed in 0.051773s. Angles: [179.22103601433423, 179.83385498159333, 171.6201582719122, 7.944617806591117]\n",
      "[OK] Frame 4_22.png (class: 4) processed in 0.051529s. Angles: [179.82499864897585, 179.85703161246076, 171.07087797918746, 7.578273872151363]\n",
      "[OK] Frame 4_23.png (class: 4) processed in 0.05128s. Angles: [179.3325515816602, 179.88064335370464, 170.6026759721406, 7.26987639675662]\n",
      "[OK] Frame 4_24.png (class: 4) processed in 0.057391s. Angles: [177.33288508660107, 179.96737763304318, 171.29810976632746, 7.620057214537989]\n",
      "[OK] Frame 4_25.png (class: 4) processed in 0.052023s. Angles: [176.41670401901035, 179.81470562492572, 170.7081170158905, 7.3270191262497555]\n",
      "[OK] Frame 4_26.png (class: 4) processed in 0.051372s. Angles: [176.7012628252913, 179.4390826219267, 169.6151831794056, 6.804378579863637]\n",
      "[OK] Frame 4_27.png (class: 4) processed in 0.05268s. Angles: [176.7945001616022, 179.27235106353348, 169.01820333331216, 6.526096416527372]\n",
      "[OK] Frame 4_28.png (class: 4) processed in 0.055439s. Angles: [176.3853453205284, 179.60490415021167, 169.10398410771342, 6.701771594923934]\n",
      "[OK] Frame 4_29.png (class: 4) processed in 0.052126s. Angles: [176.30261737391285, 179.64622208785204, 169.01682195139995, 6.75199436893883]\n",
      "[OK] Frame 4_30.png (class: 4) processed in 0.053895s. Angles: [176.95326125664755, 179.80966688299122, 168.7046804330553, 6.863105322255813]\n",
      "[OK] Frame 4_31.png (class: 4) processed in 0.056314s. Angles: [177.37896448651088, 179.89223466277548, 168.58023194063756, 6.850917917910896]\n",
      "[OK] Frame 4_32.png (class: 4) processed in 0.052955s. Angles: [177.68420513725866, 179.93389711327214, 168.5539215382541, 6.869931296670227]\n",
      "[OK] Frame 4_33.png (class: 4) processed in 0.057212s. Angles: [178.61713166413415, 179.77488656754363, 168.63751326710346, 6.787985622366048]\n",
      "[OK] Frame 4_34.png (class: 4) processed in 0.052923s. Angles: [179.33687527098195, 179.85099544779072, 168.83263732624687, 6.812320672635511]\n",
      "[OK] Frame 4_35.png (class: 4) processed in 0.051695s. Angles: [179.80478115014728, 179.70537982237693, 168.96286437438073, 6.713701051874267]\n",
      "[OK] Frame 4_36.png (class: 4) processed in 0.052161s. Angles: [179.41215371899605, 179.60627497055435, 169.14320218082756, 6.62754815639934]\n",
      "[OK] Frame 4_37.png (class: 4) processed in 0.051289s. Angles: [179.21742415136043, 179.53508341638036, 169.35542860353843, 6.588895835756843]\n",
      "[OK] Frame 4_38.png (class: 4) processed in 0.052739s. Angles: [179.07144522922073, 179.42599362015596, 169.5332511818648, 6.496435534515829]\n",
      "[OK] Frame 4_39.png (class: 4) processed in 0.054933s. Angles: [178.95935237395082, 179.39252460031034, 169.7076912565073, 6.423229052170571]\n",
      "[OK] Frame 4_40.png (class: 4) processed in 0.051715s. Angles: [178.930371574299, 179.53075701483516, 169.88773084115462, 6.445837809735543]\n",
      "[OK] Frame 4_41.png (class: 4) processed in 0.052113s. Angles: [178.50960851536573, 179.71942319849992, 170.18064521979946, 6.46954986925201]\n",
      "[OK] Frame 4_42.png (class: 4) processed in 0.05213s. Angles: [178.33708713506874, 179.70097090088217, 170.51401732730656, 6.435213411656721]\n",
      "[OK] Frame 4_43.png (class: 4) processed in 0.052414s. Angles: [178.74896174162834, 178.86783783782008, 171.40123585496494, 6.081981189409881]\n",
      "[OK] Frame 4_44.png (class: 4) processed in 0.053122s. Angles: [179.063873278774, 178.1645633556476, 171.91778662748126, 5.795311688202245]\n",
      "[OK] Frame 4_45.png (class: 4) processed in 0.055279s. Angles: [179.37077364441552, 179.30653783075942, 172.50776241969953, 6.41941261492795]\n",
      "[OK] Frame 4_46.png (class: 4) processed in 0.052378s. Angles: [179.71869872890005, 178.91502846296243, 172.9749450071129, 7.428118632657221]\n",
      "[SKIP] Frame 4_47.png (class: 4) processed in 0.05187s. Angles: [179.43738098627085, 95.04201793088501, 173.77749805191456, 27.08549082562672]\n",
      "[SKIP] Frame 4_48.png (class: 4) processed in 0.05176s. Angles: [179.03218395302463, 115.01515561902296, 174.2795532781683, 85.54904305860792]\n",
      "[SKIP] Frame 4_49.png (class: 4) processed in 0.055316s. Angles: [176.74198062693435, 173.29652604130072, 9.471150268427074, 177.49859910119304]\n",
      "[OK] Frame 4_50.png (class: 4) processed in 0.05098s. Angles: [176.44853563379283, 170.47223017219477, 10.652078945893745, 179.43717460667594]\n",
      "[OK] Frame 4_51.png (class: 4) processed in 0.051614s. Angles: [177.42686440672608, 173.0244753017624, 9.32875335534929, 177.82571439465187]\n",
      "[OK] Frame 4_52.png (class: 4) processed in 0.052387s. Angles: [177.65735983293587, 173.5307565068281, 9.06670264180643, 177.39513662454854]\n",
      "[OK] Frame 4_53.png (class: 4) processed in 0.06913s. Angles: [176.98981275204414, 172.36423153561503, 9.622329103423574, 178.45207868158212]\n",
      "[OK] Frame 4_54.png (class: 4) processed in 0.053113s. Angles: [177.94634573685434, 172.51277774524763, 8.774864356027972, 177.91416268389654]\n",
      "[OK] Frame 4_55.png (class: 4) processed in 0.051377s. Angles: [178.84698151955743, 172.30439169973457, 8.173812629975027, 178.774130216503]\n",
      "[OK] Frame 4_56.png (class: 4) processed in 0.052242s. Angles: [178.9092454349556, 172.25765974388244, 8.039751251893216, 179.4829870093992]\n",
      "[OK] Frame 4_57.png (class: 4) processed in 0.051704s. Angles: [179.24860822342183, 171.19866922079984, 7.771095321449533, 179.77119842912182]\n",
      "[OK] Frame 4_58.png (class: 4) processed in 0.051364s. Angles: [179.80822858917628, 171.706354676191, 7.289149460328176, 179.84880651016175]\n",
      "[OK] Frame 4_59.png (class: 4) processed in 0.052145s. Angles: [179.80124128344747, 170.69369551375925, 7.100150924408919, 179.24666921031726]\n",
      "[OK] Frame 4_60.png (class: 4) processed in 0.058538s. Angles: [179.8739965946296, 169.21628882281595, 7.005673849575727, 177.97808182243654]\n",
      "[OK] Frame 4_61.png (class: 4) processed in 0.055658s. Angles: [179.64390952216098, 168.64893233813018, 7.006226324651427, 176.85451510292768]\n",
      "[OK] Frame 4_62.png (class: 4) processed in 0.053169s. Angles: [179.67534862880473, 169.6109107170913, 6.963571327795333, 176.4864143610236]\n",
      "[OK] Frame 4_63.png (class: 4) processed in 0.051991s. Angles: [179.98588478459928, 168.741286480436, 6.865067940097917, 175.20158047873986]\n",
      "[OK] Frame 4_64.png (class: 4) processed in 0.053123s. Angles: [179.80310100356004, 167.1911287039853, 6.791969273196132, 173.84747919975052]\n",
      "[OK] Frame 4_65.png (class: 4) processed in 0.051617s. Angles: [179.75732739958295, 166.04255141575803, 6.81053464979256, 172.82405342903672]\n",
      "[OK] Frame 4_66.png (class: 4) processed in 0.051724s. Angles: [179.67861215974472, 164.431780922437, 6.8770001137520165, 170.65549254501136]\n",
      "[OK] Frame 4_67.png (class: 4) processed in 0.057388s. Angles: [179.65839161830422, 164.00636855288923, 6.914416898684907, 170.14749181112896]\n",
      "[OK] Frame 4_68.png (class: 4) processed in 0.062286s. Angles: [179.70284255857544, 163.94470023141136, 6.970256223459481, 169.11110672913622]\n",
      "[OK] Frame 4_69.png (class: 4) processed in 0.051061s. Angles: [179.72979529013858, 164.21116227324714, 6.9894819595251985, 168.70891462873377]\n",
      "[OK] Frame 4_70.png (class: 4) processed in 0.051667s. Angles: [179.48058799743723, 164.55065670304094, 6.795476214608319, 168.9418105519626]\n",
      "[OK] Frame 4_71.png (class: 4) processed in 0.052571s. Angles: [179.30783800832145, 164.5274475628497, 6.720755053958592, 168.77853439006773]\n",
      "[OK] Frame 4_72.png (class: 4) processed in 0.052073s. Angles: [178.8537889767212, 164.60937821832326, 6.52798701900718, 168.72241836059416]\n",
      "[OK] Frame 4_73.png (class: 4) processed in 0.051485s. Angles: [178.78548982259704, 164.19930501764796, 6.457028295899021, 168.24475495747245]\n",
      "[OK] Frame 4_74.png (class: 4) processed in 0.051244s. Angles: [178.46801966723478, 163.25870112108663, 6.388902135044055, 167.29282282988947]\n",
      "[OK] Frame 4_75.png (class: 4) processed in 0.051313s. Angles: [178.04830779681402, 163.47035773737792, 6.217765314268371, 167.5145499976872]\n",
      "[OK] Frame 4_76.png (class: 4) processed in 0.056246s. Angles: [178.07064719076357, 163.179276963772, 6.236892455980227, 167.53802525263782]\n",
      "[OK] Frame 4_77.png (class: 4) processed in 0.051477s. Angles: [178.22420376736738, 163.82288982277257, 6.326775516894065, 167.71740160041062]\n",
      "[OK] Frame 4_78.png (class: 4) processed in 0.052048s. Angles: [178.3553575874436, 164.15179055977066, 6.510005524844222, 167.68361458866642]\n",
      "[OK] Frame 4_79.png (class: 4) processed in 0.051409s. Angles: [178.55123255075335, 164.98042661475554, 6.557292081365847, 167.99966701586186]\n",
      "[OK] Frame 4_80.png (class: 4) processed in 0.057099s. Angles: [178.93124562054066, 165.60738200228258, 6.550663631776017, 168.9235374991688]\n",
      "[OK] Frame 4_81.png (class: 4) processed in 0.053649s. Angles: [179.14057207834574, 166.2569680392291, 6.531208957132009, 169.22242194845933]\n",
      "[OK] Frame 4_82.png (class: 4) processed in 0.053242s. Angles: [179.31832388759207, 167.65324898226606, 6.523431108285791, 169.71474986142073]\n",
      "[OK] Frame 4_83.png (class: 4) processed in 0.051779s. Angles: [179.65543904673063, 169.01380140318162, 6.667829651797618, 169.78231622470332]\n",
      "[OK] Frame 4_84.png (class: 4) processed in 0.05234s. Angles: [179.62001459108552, 169.615413058051, 6.659246042545774, 169.60516719259547]\n",
      "[OK] Frame 4_85.png (class: 4) processed in 0.051762s. Angles: [179.54606832104727, 170.6187739063749, 6.637585942323761, 169.4337511086436]\n",
      "[OK] Frame 4_86.png (class: 4) processed in 0.05082s. Angles: [179.70937691864532, 171.34977622064767, 6.71385221741679, 169.3846095676736]\n",
      "[OK] Frame 4_87.png (class: 4) processed in 0.051773s. Angles: [179.77522680732838, 171.66560730317346, 6.845029678881841, 169.01260178393113]\n",
      "[OK] Frame 4_88.png (class: 4) processed in 0.051801s. Angles: [179.74995587470846, 172.55010702386235, 6.965949177162552, 168.23472523104792]\n",
      "[OK] Frame 4_89.png (class: 4) processed in 0.051824s. Angles: [179.72075995846404, 173.10134973683316, 7.148066695258433, 167.6682717679777]\n",
      "[OK] Frame 4_90.png (class: 4) processed in 0.051383s. Angles: [179.62541092108995, 173.33577093951354, 7.12009697052235, 167.01118817140204]\n",
      "[OK] Frame 4_91.png (class: 4) processed in 0.052028s. Angles: [179.57263846910968, 174.1005884484524, 7.130386546906609, 166.4088083024023]\n",
      "[OK] Frame 4_92.png (class: 4) processed in 0.051715s. Angles: [179.8398481100625, 174.06292556916713, 7.585069675093659, 165.857604084954]\n",
      "[OK] Frame 4_93.png (class: 4) processed in 0.051966s. Angles: [179.93262247139552, 174.24312240777522, 7.857779149649807, 165.35396390575485]\n",
      "[OK] Frame 4_94.png (class: 4) processed in 0.050776s. Angles: [179.72408280245767, 174.12983759021893, 7.835888556095609, 164.58111512673977]\n",
      "[OK] Frame 4_95.png (class: 4) processed in 0.051358s. Angles: [179.62570722704962, 173.54031741021157, 7.768047417874315, 163.85509899012715]\n",
      "[OK] Frame 4_96.png (class: 4) processed in 0.06151s. Angles: [179.55050860518372, 172.941844997269, 7.711362481571666, 163.3275347833824]\n",
      "[OK] Frame 4_97.png (class: 4) processed in 0.051582s. Angles: [179.4364796346056, 172.1830985527604, 7.618966659056647, 162.82958351382547]\n",
      "[OK] Frame 4_98.png (class: 4) processed in 0.052113s. Angles: [179.41987079578314, 171.5819465632011, 7.580620746908592, 162.42633692096732]\n",
      "[OK] Frame 4_99.png (class: 4) processed in 0.052001s. Angles: [179.0738045893842, 172.49794916392833, 6.960614848619286, 162.92613136441784]\n",
      "[OK] Frame 4_100.png (class: 4) processed in 0.052187s. Angles: [179.00223521861292, 173.32664546355466, 6.639782892028499, 163.25682043157514]\n",
      "[OK] Frame 4_101.png (class: 4) processed in 0.0508s. Angles: [178.80250475799656, 173.87034451584475, 6.334466843565831, 163.24245571813685]\n",
      "[OK] Frame 4_102.png (class: 4) processed in 0.05225s. Angles: [178.69735606020683, 174.32412664577745, 6.185983488537433, 163.2738902971348]\n",
      "[OK] Frame 4_103.png (class: 4) processed in 0.051563s. Angles: [178.66903432918954, 174.58570695912624, 6.158560434738762, 163.18735743004288]\n",
      "[OK] Frame 4_104.png (class: 4) processed in 0.052012s. Angles: [178.66380740760306, 174.72993253653038, 6.130430032748911, 163.1148167314622]\n",
      "[OK] Frame 4_105.png (class: 4) processed in 0.054755s. Angles: [178.76952922596925, 174.72633216240814, 6.17511248607312, 163.08720160639203]\n",
      "[OK] Frame 4_106.png (class: 4) processed in 0.051477s. Angles: [178.79370925673686, 174.68150349319828, 6.172346173960683, 162.96866550611406]\n",
      "[OK] Frame 4_107.png (class: 4) processed in 0.05094s. Angles: [178.7469983809691, 174.74156045400488, 6.127691054404795, 162.89524069788686]\n",
      "[OK] Frame 4_108.png (class: 4) processed in 0.057265s. Angles: [178.73559839065055, 175.1259130808156, 6.074004114905672, 162.9014185137474]\n",
      "[OK] Frame 4_109.png (class: 4) processed in 0.06562s. Angles: [178.61488360228853, 175.2382075288925, 5.912388476636539, 162.8937088050403]\n",
      "[OK] Frame 4_110.png (class: 4) processed in 0.051521s. Angles: [178.65787188243672, 175.68152924077705, 5.89312423851008, 162.98576449873477]\n",
      "[OK] Frame 4_111.png (class: 4) processed in 0.051749s. Angles: [178.70660661615167, 176.33733477422905, 5.804854404068351, 162.92365145954454]\n",
      "[OK] Frame 4_112.png (class: 4) processed in 0.052966s. Angles: [179.15023456075605, 176.65814276825859, 6.035489118391361, 162.83645397295678]\n",
      "[OK] Frame 4_113.png (class: 4) processed in 0.052549s. Angles: [178.77520574346744, 176.62990693203935, 7.061164979973157, 162.6966194637234]\n",
      "[OK] Frame 4_114.png (class: 4) processed in 0.052449s. Angles: [178.62866854978947, 176.87168532622383, 7.126102613689985, 163.1076680319271]\n",
      "[OK] Frame 4_115.png (class: 4) processed in 0.051333s. Angles: [178.6022013898803, 177.16228790410975, 7.21621967337462, 163.50186334688277]\n",
      "[OK] Frame 4_116.png (class: 4) processed in 0.051653s. Angles: [178.66130045904586, 177.47361195310583, 7.206831491461582, 164.07779002322695]\n",
      "[OK] Frame 4_117.png (class: 4) processed in 0.052781s. Angles: [178.00203786100676, 177.83810667056738, 7.8116248034011155, 164.86466020693737]\n",
      "[OK] Frame 4_118.png (class: 4) processed in 0.051106s. Angles: [178.23937808055678, 178.36630353491248, 7.576869358094836, 165.393505864091]\n",
      "[OK] Frame 4_119.png (class: 4) processed in 0.051703s. Angles: [178.39263160725764, 177.69833198562233, 7.505322174896739, 166.00128139589188]\n",
      "[OK] Frame 4_120.png (class: 4) processed in 0.054514s. Angles: [178.69551901962555, 177.71246289325228, 7.401870513872552, 166.79217966969597]\n",
      "[OK] Frame 4_121.png (class: 4) processed in 0.052091s. Angles: [178.80425783874756, 176.81998778173022, 7.370447651473329, 167.93287183655306]\n",
      "[OK] Frame 4_122.png (class: 4) processed in 0.052836s. Angles: [178.92298217592645, 175.94487278699083, 7.372555234723702, 168.40094948414773]\n",
      "[OK] Frame 4_123.png (class: 4) processed in 0.054827s. Angles: [179.24475900383743, 174.38576565521862, 7.144577351554864, 168.83680372134742]\n",
      "[OK] Frame 4_124.png (class: 4) processed in 0.051501s. Angles: [179.46746301944157, 172.92963853016667, 7.032970181025889, 169.1374103028675]\n",
      "[OK] Frame 4_125.png (class: 4) processed in 0.05191s. Angles: [179.91870155872635, 172.29794636642535, 6.711135688634003, 169.3461852265777]\n",
      "[OK] Frame 4_126.png (class: 4) processed in 0.051443s. Angles: [179.95289401832628, 171.47487888602944, 6.608370886475576, 169.61754690419815]\n",
      "[OK] Frame 4_127.png (class: 4) processed in 0.051263s. Angles: [179.85141677933737, 170.45653488671473, 6.56455539297162, 169.6661645750094]\n",
      "[OK] Frame 4_128.png (class: 4) processed in 0.052325s. Angles: [179.79613871988118, 169.96937890727148, 6.496928875850884, 169.80573310164536]\n",
      "[OK] Frame 4_129.png (class: 4) processed in 0.053285s. Angles: [179.69755208327038, 169.5062150331459, 6.450052243722957, 169.8234802819524]\n",
      "[OK] Frame 4_130.png (class: 4) processed in 0.052295s. Angles: [179.6366965411147, 169.11041932038324, 6.412825750069902, 169.75051649314287]\n",
      "[OK] Frame 4_131.png (class: 4) processed in 0.051557s. Angles: [179.44501007654605, 168.5413005057458, 6.342878814411023, 169.78630157266326]\n",
      "[OK] Frame 4_132.png (class: 4) processed in 0.050879s. Angles: [179.19551181578717, 168.12014695192306, 6.141895644249381, 170.14707570983964]\n",
      "[OK] Frame 4_133.png (class: 4) processed in 0.052301s. Angles: [179.19131670559568, 164.34870036422106, 6.127128642877803, 169.27426132259436]\n",
      "[OK] Frame 4_134.png (class: 4) processed in 0.052554s. Angles: [178.77207903056072, 159.61865954313717, 5.870873440750046, 168.00546098627046]\n",
      "[OK] Frame 4_135.png (class: 4) processed in 0.053819s. Angles: [176.24706294370958, 155.21267979235895, 5.1896067048714976, 166.40637564000053]\n",
      "[SKIP] Frame 4_136.png (class: 4) processed in 0.051728s. Angles: [166.79717323349837, 149.70533242447766, 0.5820964869812114, 162.1841504713928]\n",
      "[OK] Frame 4_137.png (class: 4) processed in 0.052781s. Angles: [167.0106153832038, 147.5849276649383, 0.9319109136954844, 160.82090273162197]\n",
      "[OK] Frame 4_138.png (class: 4) processed in 0.053885s. Angles: [166.66946262916778, 145.4467796717608, 1.0088576510410092, 159.57890776280277]\n",
      "[OK] Frame 4_139.png (class: 4) processed in 0.051512s. Angles: [167.3283252789518, 143.98457858560184, 1.3195683310560038, 158.29260155606363]\n",
      "[OK] Frame 4_140.png (class: 4) processed in 0.051675s. Angles: [167.48264138857104, 142.85641722878975, 1.354378570164999, 157.20477063295044]\n",
      "[SKIP] Frame 4_141.png (class: 4) processed in 0.052589s. Angles: [159.10585842731174, 139.78441076000388, 3.919700817866665, 153.03832748786635]\n",
      "[OK] Frame 4_142.png (class: 4) processed in 0.052664s. Angles: [162.27031261553927, 139.6103541763133, 1.7118423945637506, 152.98346335873597]\n",
      "[SKIP] Frame 4_143.png (class: 4) processed in 0.05222s. Angles: [137.85142375399036, 105.76428534957358, 152.62961838186158, 66.5828382506315]\n",
      "[SKIP] Frame 4_144.png (class: 4) processed in 0.052354s. Angles: [4.133781601461282, 103.29970800721699, 141.17726085689173, 136.05840372203465]\n",
      "[SKIP] Frame 4_145.png (class: 4) processed in 0.051137s. Angles: [138.98949749825087, 156.99343079412, 149.15134030838223, 6.7549422384757705]\n",
      "[OK] Frame 4_146.png (class: 4) processed in 0.060455s. Angles: [142.75028963689257, 155.96856407785742, 149.35534591627143, 6.429685145312751]\n",
      "[SKIP] Frame 4_147.png (class: 4) processed in 0.050682s. Angles: [78.10077667051593, 159.70657244973947, 118.39798478905894, 133.21688458537932]\n",
      "[SKIP] Frame 4_148.png (class: 4) processed in 0.051766s. Angles: [176.2573956710657, 148.203103395563, 5.326760618564407, 151.38318877899542]\n",
      "[OK] Frame 4_149.png (class: 4) processed in 0.051962s. Angles: [171.98002152054468, 147.49665972381794, 4.039386613496619, 151.44343795848434]\n",
      "[SKIP] Frame 4_150.png (class: 4) processed in 0.051583s. Angles: [161.30060638391146, 147.68426428951955, 3.4697992508615085, 150.04325487679006]\n",
      "[SKIP] Frame 4_151.png (class: 4) processed in 0.051231s. Angles: [175.43115890106776, 152.13504165465275, 5.501096566137259, 153.82805605070178]\n",
      "[OK] Frame 4_152.png (class: 4) processed in 0.052132s. Angles: [179.2894992853454, 154.64590594125016, 7.833015059271731, 154.5015734418256]\n",
      "[OK] Frame 4_153.png (class: 4) processed in 0.051404s. Angles: [178.27459090441926, 156.8156029712284, 7.146998865749025, 154.6212176345594]\n",
      "[OK] Frame 4_154.png (class: 4) processed in 0.053385s. Angles: [177.69855290796792, 158.4164944203959, 6.274253492802518, 154.8142153089286]\n",
      "[OK] Frame 4_155.png (class: 4) processed in 0.051304s. Angles: [177.08082161373062, 159.62709941986802, 5.958499872859332, 154.77750155141328]\n",
      "[OK] Frame 4_156.png (class: 4) processed in 0.052879s. Angles: [177.57557331104806, 161.02440008956677, 5.864872673931711, 154.94453750496464]\n",
      "[OK] Frame 4_157.png (class: 4) processed in 0.051731s. Angles: [177.0868364745939, 162.1871386558035, 5.4329491357282516, 155.0054441244435]\n",
      "[OK] Frame 4_158.png (class: 4) processed in 0.051347s. Angles: [177.26495411747987, 164.00107002145566, 5.343754559662023, 154.85669434753717]\n",
      "[OK] Frame 4_159.png (class: 4) processed in 0.052591s. Angles: [177.5698030406611, 165.63773625116534, 5.634642461030884, 155.23473179487036]\n",
      "[OK] Frame 4_160.png (class: 4) processed in 0.052668s. Angles: [177.40694169307636, 166.88925475660844, 5.657012596628538, 155.232917679082]\n",
      "[OK] Frame 4_161.png (class: 4) processed in 0.058198s. Angles: [177.61183980440106, 168.0646909483976, 5.778056675914309, 155.19319182927904]\n",
      "[OK] Frame 4_162.png (class: 4) processed in 0.052167s. Angles: [178.4159325717123, 169.343821924423, 6.009716566774677, 155.1236694092467]\n",
      "[OK] Frame 4_163.png (class: 4) processed in 0.052097s. Angles: [178.6095692539913, 170.80579997587628, 5.997172008731395, 154.89470264091983]\n",
      "[OK] Frame 4_164.png (class: 4) processed in 0.055969s. Angles: [178.5158364510007, 171.8746870427326, 5.878702618972501, 154.6236663516538]\n",
      "[OK] Frame 4_165.png (class: 4) processed in 0.051818s. Angles: [178.43574732645567, 172.9794035756624, 5.829624436223179, 154.33253985869126]\n",
      "[OK] Frame 4_166.png (class: 4) processed in 0.053085s. Angles: [178.27814250954776, 173.7454047340422, 5.764831725339938, 153.99510592753748]\n",
      "[OK] Frame 4_167.png (class: 4) processed in 0.057798s. Angles: [178.22404597464163, 175.08423990887368, 5.712509844764678, 153.805308702082]\n",
      "[OK] Frame 4_168.png (class: 4) processed in 0.061714s. Angles: [178.22888740336728, 176.39077727833902, 5.622025970417534, 153.57981921551308]\n",
      "[OK] Frame 4_169.png (class: 4) processed in 0.051657s. Angles: [178.27471924495887, 177.525011355951, 5.59661673222644, 153.54095585414984]\n",
      "[OK] Frame 4_170.png (class: 4) processed in 0.053349s. Angles: [178.26778886891793, 178.06248339261836, 5.732010055231159, 153.03521096104808]\n",
      "[OK] Frame 4_171.png (class: 4) processed in 0.050595s. Angles: [178.14065239598153, 177.9419144380107, 5.600178604604283, 152.45129214886674]\n",
      "[OK] Frame 4_172.png (class: 4) processed in 0.054966s. Angles: [177.9100914677702, 177.9860031877641, 5.358915199172743, 152.2008520600678]\n",
      "[OK] Frame 4_173.png (class: 4) processed in 0.051872s. Angles: [179.44204083807344, 178.22915007210557, 6.7043074179161595, 151.77043069654732]\n",
      "[OK] Frame 4_174.png (class: 4) processed in 0.050721s. Angles: [179.837385283193, 179.63202124873214, 6.302670341805184, 151.77501105241276]\n",
      "[OK] Frame 4_175.png (class: 4) processed in 0.053819s. Angles: [179.4454343711987, 179.41608814626625, 6.7071522843753595, 150.84052116666317]\n",
      "[OK] Frame 4_176.png (class: 4) processed in 0.053331s. Angles: [178.9328709780351, 179.33591091375882, 7.010045856548454, 150.17031356383868]\n",
      "[OK] Frame 4_177.png (class: 4) processed in 0.051707s. Angles: [178.57694252843035, 178.84984544967622, 7.1461513493498146, 149.10428900759948]\n",
      "[OK] Frame 4_178.png (class: 4) processed in 0.05148s. Angles: [178.42969638992412, 178.355477188543, 7.242764377450433, 148.48666826114922]\n",
      "[OK] Frame 4_179.png (class: 4) processed in 0.051228s. Angles: [179.99143016851986, 177.9800657540325, 6.458713602838777, 147.80623799836434]\n",
      "[OK] Frame 4_180.png (class: 4) processed in 0.051629s. Angles: [179.2864657642366, 177.2775199448258, 6.102748705115457, 147.00789324187502]\n",
      "[OK] Frame 4_181.png (class: 4) processed in 0.053154s. Angles: [179.05772666437207, 176.74770923011235, 6.031173329408095, 146.21786665035563]\n",
      "[OK] Frame 4_182.png (class: 4) processed in 0.052558s. Angles: [178.9185293851217, 176.6704636858276, 5.989937751223358, 145.70158862675058]\n",
      "[OK] Frame 4_183.png (class: 4) processed in 0.052211s. Angles: [178.83411499082808, 176.2322981721601, 5.961862182853412, 145.29519358686193]\n",
      "[OK] Frame 4_184.png (class: 4) processed in 0.053349s. Angles: [178.7560772887315, 175.7720008099406, 5.9100460708834754, 145.02305217385134]\n",
      "[OK] Frame 4_185.png (class: 4) processed in 0.050686s. Angles: [178.69631628406555, 175.31297181179113, 5.876823321599875, 144.74213666897427]\n",
      "[OK] Frame 4_186.png (class: 4) processed in 0.05233s. Angles: [178.65789179286128, 174.97225483688166, 5.848072193452289, 144.53797608032514]\n",
      "[OK] Frame 4_187.png (class: 4) processed in 0.051025s. Angles: [178.6300384093469, 174.71341186893596, 5.8313485834925505, 144.35140193478804]\n",
      "[OK] Frame 4_188.png (class: 4) processed in 0.05683s. Angles: [178.58077442843705, 174.5712732520086, 5.8008634577581395, 144.2638739756243]\n",
      "[OK] Frame 4_189.png (class: 4) processed in 0.051749s. Angles: [178.55319080349355, 174.41675705351537, 5.791915791690632, 144.1577092140576]\n",
      "[OK] Frame 4_190.png (class: 4) processed in 0.051765s. Angles: [178.51669480471855, 174.17574688805448, 5.813963040314399, 144.07130879349194]\n",
      "[OK] Frame 4_191.png (class: 4) processed in 0.052284s. Angles: [178.51532273013194, 174.0048700886958, 5.835065551970202, 144.00491661447862]\n",
      "[OK] Frame 4_192.png (class: 4) processed in 0.051121s. Angles: [178.4990196843986, 173.89234538108042, 5.843281001839543, 143.96667220219194]\n",
      "[OK] Frame 4_193.png (class: 4) processed in 0.051869s. Angles: [178.48667184178535, 173.83624154357253, 5.852341347516186, 144.00168487708564]\n",
      "[OK] Frame 4_194.png (class: 4) processed in 0.05189s. Angles: [178.47364301095385, 173.5513254243851, 5.854179001759158, 144.01100882196795]\n",
      "[OK] Frame 4_195.png (class: 4) processed in 0.051246s. Angles: [178.48508269684174, 173.0347460471167, 5.869305901858342, 144.08281493491492]\n",
      "[OK] Frame 4_196.png (class: 4) processed in 0.052731s. Angles: [178.46354468376356, 172.08867826508444, 5.865655073782719, 144.2327853480953]\n",
      "[OK] Frame 4_197.png (class: 4) processed in 0.052531s. Angles: [178.38914563108816, 171.47154152718943, 5.834565811709307, 144.5169801836989]\n",
      "[OK] Frame 4_198.png (class: 4) processed in 0.051893s. Angles: [178.31978725124944, 171.43129417057816, 5.8048852422587, 144.78389604921122]\n",
      "[OK] Frame 4_199.png (class: 4) processed in 0.051575s. Angles: [178.32851352312017, 171.05116265118522, 5.8712760718534325, 144.97490570948764]\n",
      "[OK] Frame 5_0.png (class: 5) processed in 0.061416s. Angles: [172.30768006847006, 175.18704209580758, 11.82626196687795, 132.4712481044552]\n",
      "[OK] Frame 5_1.png (class: 5) processed in 0.05144s. Angles: [172.84766631800406, 172.16057838189903, 11.46185968274171, 129.46700213543966]\n",
      "[OK] Frame 5_2.png (class: 5) processed in 0.050969s. Angles: [173.31592058709504, 171.6954476504794, 11.328793473609565, 129.58105563636704]\n",
      "[OK] Frame 5_3.png (class: 5) processed in 0.05074s. Angles: [173.6165198110659, 172.3452473533028, 11.2346191027461, 129.32019224085133]\n",
      "[OK] Frame 5_4.png (class: 5) processed in 0.058205s. Angles: [173.05576915742793, 172.88530613790968, 11.276709035707993, 129.49121951017185]\n",
      "[OK] Frame 5_5.png (class: 5) processed in 0.051341s. Angles: [173.00331077954155, 173.25554853545398, 11.22055804776486, 129.9602477056342]\n",
      "[OK] Frame 5_6.png (class: 5) processed in 0.050867s. Angles: [173.37518913091608, 174.228092956326, 11.190608774670354, 129.98241432821774]\n",
      "[OK] Frame 5_7.png (class: 5) processed in 0.050803s. Angles: [172.9442787860681, 174.0676179621264, 11.27739515106021, 129.66749856127294]\n",
      "[OK] Frame 5_8.png (class: 5) processed in 0.061363s. Angles: [172.75910799373, 174.3995467090907, 11.435165976445802, 129.47018329158925]\n",
      "[OK] Frame 5_9.png (class: 5) processed in 0.052773s. Angles: [172.69306428312942, 175.01834203997674, 11.465728778628232, 129.37713225600956]\n",
      "[OK] Frame 5_10.png (class: 5) processed in 0.052878s. Angles: [172.74176679190217, 174.7578064376939, 11.426524017191369, 128.94193859489232]\n",
      "[OK] Frame 5_11.png (class: 5) processed in 0.054685s. Angles: [172.89106797117935, 174.19169863757563, 11.409684087492057, 128.28716708949943]\n",
      "[OK] Frame 5_12.png (class: 5) processed in 0.053876s. Angles: [173.08661103729858, 174.29163605497254, 11.399318681926374, 128.0400255749011]\n",
      "[OK] Frame 5_13.png (class: 5) processed in 0.05129s. Angles: [173.32479431049157, 173.858504727245, 11.356190561339353, 127.61281204225013]\n",
      "[OK] Frame 5_14.png (class: 5) processed in 0.05175s. Angles: [173.27296577939285, 173.61404919555517, 11.390223268457994, 127.30385367942348]\n",
      "[OK] Frame 5_15.png (class: 5) processed in 0.050812s. Angles: [173.4759716606574, 173.2246442137603, 11.35754582881664, 126.82958509446803]\n",
      "[OK] Frame 5_16.png (class: 5) processed in 0.052608s. Angles: [173.66651993152607, 173.4350185292092, 11.344212769265154, 126.67746105235874]\n",
      "[OK] Frame 5_17.png (class: 5) processed in 0.051751s. Angles: [173.81021989382896, 173.44613444201028, 11.30941514319587, 126.47483498537316]\n",
      "[OK] Frame 5_18.png (class: 5) processed in 0.050784s. Angles: [173.8364315116145, 173.43256557368068, 11.295636499700473, 126.36419728364493]\n",
      "[OK] Frame 5_19.png (class: 5) processed in 0.052158s. Angles: [173.974354936263, 173.35073543797762, 11.22578970978431, 126.23126984692094]\n",
      "[OK] Frame 5_20.png (class: 5) processed in 0.054752s. Angles: [174.07049922849941, 173.42157401322962, 11.18089835175564, 126.04203112265836]\n",
      "[OK] Frame 5_21.png (class: 5) processed in 0.053673s. Angles: [174.1705321868454, 173.43371569359002, 11.162743801210555, 125.73110427086253]\n",
      "[OK] Frame 5_22.png (class: 5) processed in 0.053918s. Angles: [174.26988665346124, 173.46590217235615, 11.148880691473776, 125.52182267706097]\n",
      "[OK] Frame 5_23.png (class: 5) processed in 0.053243s. Angles: [174.30807482723884, 173.34740852048253, 11.140363319092948, 125.3214958179737]\n",
      "[OK] Frame 5_24.png (class: 5) processed in 0.070652s. Angles: [174.3969151504171, 173.14749274031774, 11.141737757261133, 125.200235623036]\n",
      "[OK] Frame 5_25.png (class: 5) processed in 0.05456s. Angles: [174.5190816031824, 173.02166942375788, 11.136627693429578, 125.09897837630339]\n",
      "[OK] Frame 5_26.png (class: 5) processed in 0.052637s. Angles: [174.61173768321876, 172.80353529375012, 11.141737244173584, 124.90992128993291]\n",
      "[OK] Frame 5_27.png (class: 5) processed in 0.052397s. Angles: [174.67097782147866, 172.7559559954002, 11.153814219012515, 124.79326260091868]\n",
      "[OK] Frame 5_28.png (class: 5) processed in 0.052662s. Angles: [174.7447903267357, 172.707441248948, 11.15344754929236, 124.72988081123519]\n",
      "[OK] Frame 5_29.png (class: 5) processed in 0.051527s. Angles: [174.8125648661814, 172.54212952020262, 11.16093818352329, 124.5742794695529]\n",
      "[OK] Frame 5_30.png (class: 5) processed in 0.053181s. Angles: [174.84642150771157, 172.29628804534528, 11.169856419201986, 124.42990172255537]\n",
      "[OK] Frame 5_31.png (class: 5) processed in 0.06061s. Angles: [174.84999018402186, 172.08787755559592, 11.193348648464054, 124.25745196353861]\n",
      "[OK] Frame 5_32.png (class: 5) processed in 0.056933s. Angles: [174.88921510529562, 171.92412649668344, 11.212366474530494, 124.11997128166476]\n",
      "[OK] Frame 5_33.png (class: 5) processed in 0.05597s. Angles: [174.91958137797494, 171.68733070158518, 11.252325458824602, 123.93651086135888]\n",
      "[OK] Frame 5_34.png (class: 5) processed in 0.051585s. Angles: [174.9338634322071, 171.53896902204684, 11.301490179202903, 123.8032051720496]\n",
      "[OK] Frame 5_35.png (class: 5) processed in 0.051215s. Angles: [174.94539243572956, 171.49702552617893, 11.378114111806486, 123.72126691072447]\n",
      "[OK] Frame 5_36.png (class: 5) processed in 0.051869s. Angles: [174.96140076975715, 171.3886806245984, 11.412182082141639, 123.66835079189352]\n",
      "[OK] Frame 5_37.png (class: 5) processed in 0.051971s. Angles: [174.94157397216597, 171.21636032352544, 11.424777627259523, 123.63629400363601]\n",
      "[OK] Frame 5_38.png (class: 5) processed in 0.054155s. Angles: [174.99481167416653, 171.07150404596112, 11.397901684944431, 123.64342094194244]\n",
      "[OK] Frame 5_39.png (class: 5) processed in 0.056818s. Angles: [175.04832498530598, 170.85404011678463, 11.381371556250766, 123.65490482502385]\n",
      "[OK] Frame 5_40.png (class: 5) processed in 0.057108s. Angles: [175.07939797124592, 170.6780499727053, 11.367744814425452, 123.676242943498]\n",
      "[OK] Frame 5_41.png (class: 5) processed in 0.051306s. Angles: [175.13640415151605, 170.57729971088995, 11.351044403117616, 123.68521735697792]\n",
      "[OK] Frame 5_42.png (class: 5) processed in 0.054225s. Angles: [175.15283696972207, 170.45969379802457, 11.346053025972072, 123.70571728084442]\n",
      "[OK] Frame 5_43.png (class: 5) processed in 0.051788s. Angles: [175.1702747081955, 170.40152439885398, 11.338646656535337, 123.77094790164848]\n",
      "[OK] Frame 5_44.png (class: 5) processed in 0.063242s. Angles: [175.19976894297903, 170.42653042655522, 11.3242244703281, 123.96723999203334]\n",
      "[OK] Frame 5_45.png (class: 5) processed in 0.052316s. Angles: [175.1818526464102, 170.2894829902142, 11.339024096370572, 124.11413354468395]\n",
      "[OK] Frame 5_46.png (class: 5) processed in 0.051709s. Angles: [175.10736121736326, 170.11151714430378, 11.349778351238102, 124.54227496884059]\n",
      "[OK] Frame 5_47.png (class: 5) processed in 0.052126s. Angles: [174.98724203777655, 170.44931933814226, 11.422109089646181, 125.41208725515902]\n",
      "[OK] Frame 5_48.png (class: 5) processed in 0.053119s. Angles: [174.92671545458163, 170.6921370094449, 11.452065770951512, 126.43207255828935]\n",
      "[OK] Frame 5_49.png (class: 5) processed in 0.050401s. Angles: [174.8070079235375, 170.623178294765, 11.455806953762293, 127.51469181707952]\n",
      "[OK] Frame 5_50.png (class: 5) processed in 0.051341s. Angles: [174.64366802766992, 169.99568749504547, 11.464513500222447, 128.42580328075883]\n",
      "[OK] Frame 5_51.png (class: 5) processed in 0.050752s. Angles: [174.50777124920756, 169.32352332919072, 11.499307069696927, 129.29770573960272]\n",
      "[OK] Frame 5_52.png (class: 5) processed in 0.054457s. Angles: [174.4964051260494, 169.4214970705237, 11.51074877869545, 131.24655506103701]\n",
      "[OK] Frame 5_53.png (class: 5) processed in 0.051585s. Angles: [174.4788832608064, 171.07065705688626, 11.538955785526676, 133.23822325484764]\n",
      "[OK] Frame 5_54.png (class: 5) processed in 0.050909s. Angles: [174.48713294499888, 172.10301559257232, 11.543667848449886, 135.2866950552692]\n",
      "[OK] Frame 5_55.png (class: 5) processed in 0.051275s. Angles: [174.48612327539593, 171.95619040224068, 11.558525698484058, 137.21226669399596]\n",
      "[OK] Frame 5_56.png (class: 5) processed in 0.052832s. Angles: [174.47912154966662, 172.93172581639797, 11.610072513766532, 138.87880460385213]\n",
      "[OK] Frame 5_57.png (class: 5) processed in 0.057597s. Angles: [174.4801290960753, 173.6884200140931, 11.645847477544308, 140.3030580542623]\n",
      "[OK] Frame 5_58.png (class: 5) processed in 0.051206s. Angles: [174.49638623443718, 173.93618162392633, 11.62777247000311, 141.43325769635868]\n",
      "[OK] Frame 5_59.png (class: 5) processed in 0.053975s. Angles: [174.4961389072544, 174.34554399668687, 11.638142183322273, 142.523975724698]\n",
      "[OK] Frame 5_60.png (class: 5) processed in 0.053376s. Angles: [174.50063994870007, 174.71014997856972, 11.657842660674149, 143.44493757865172]\n",
      "[OK] Frame 5_61.png (class: 5) processed in 0.052187s. Angles: [174.49376815216323, 174.42336816082883, 11.675321112185566, 144.0078753493156]\n",
      "[OK] Frame 5_62.png (class: 5) processed in 0.059223s. Angles: [174.48497817104965, 174.11630518633004, 11.683644390241842, 144.6542589079784]\n",
      "[OK] Frame 5_63.png (class: 5) processed in 0.050969s. Angles: [174.4778199315347, 174.5236965095044, 11.694435173701793, 145.5613759982904]\n",
      "[OK] Frame 5_64.png (class: 5) processed in 0.053714s. Angles: [174.46904240830102, 175.4483282930935, 11.693071787967327, 146.3740682604371]\n",
      "[OK] Frame 5_65.png (class: 5) processed in 0.064218s. Angles: [174.43876015363583, 176.17680286139392, 11.717158768374196, 147.30895002271006]\n",
      "[OK] Frame 5_66.png (class: 5) processed in 0.052262s. Angles: [174.43181321252203, 176.95575954477175, 11.716336464585034, 148.3308138550096]\n",
      "[OK] Frame 5_67.png (class: 5) processed in 0.052164s. Angles: [174.40309771949973, 176.59132776915672, 11.729234572316454, 148.83453878694198]\n",
      "[OK] Frame 5_68.png (class: 5) processed in 0.052246s. Angles: [174.35808956001458, 176.28570065223536, 11.747002805579676, 149.18448022589865]\n",
      "[OK] Frame 5_69.png (class: 5) processed in 0.050967s. Angles: [174.28481001049505, 175.85984414848014, 11.785937990278846, 149.48064338790704]\n",
      "[OK] Frame 5_70.png (class: 5) processed in 0.051475s. Angles: [174.20578733740135, 176.29184447911348, 11.8537063538085, 150.2489704588764]\n",
      "[OK] Frame 5_71.png (class: 5) processed in 0.052221s. Angles: [174.16442027423687, 176.47899677600734, 11.890243025097254, 150.85818416107125]\n",
      "[OK] Frame 5_72.png (class: 5) processed in 0.055189s. Angles: [174.15438006364036, 176.86066981255487, 11.908169164709111, 151.64629988786257]\n",
      "[OK] Frame 5_73.png (class: 5) processed in 0.054584s. Angles: [174.15124854191254, 176.83899704918926, 11.932549022146578, 152.0901261035984]\n",
      "[OK] Frame 5_74.png (class: 5) processed in 0.052073s. Angles: [174.16130927167129, 176.96411251838796, 11.912934652770211, 152.52378197404627]\n",
      "[OK] Frame 5_75.png (class: 5) processed in 0.05153s. Angles: [174.10437671824135, 177.1472894703801, 11.916874499643908, 153.02709304914822]\n",
      "[OK] Frame 5_76.png (class: 5) processed in 0.052729s. Angles: [174.1268423843912, 177.14956413754882, 11.904732053274829, 153.6022762435897]\n",
      "[OK] Frame 5_77.png (class: 5) processed in 0.063959s. Angles: [174.13016224881125, 176.7855802654663, 11.856054048671147, 153.87299914650308]\n",
      "[OK] Frame 5_78.png (class: 5) processed in 0.055087s. Angles: [174.05668402608532, 176.67598691602228, 11.843654720949651, 154.30130950786318]\n",
      "[OK] Frame 5_79.png (class: 5) processed in 0.051202s. Angles: [174.07207211649472, 176.87924257483678, 11.788989772210655, 154.91988615774605]\n",
      "[OK] Frame 5_80.png (class: 5) processed in 0.0519s. Angles: [174.12226519705533, 176.67347889994963, 11.737375332874704, 155.36842441350487]\n",
      "[OK] Frame 5_81.png (class: 5) processed in 0.051842s. Angles: [174.09399635526648, 176.90716703037714, 11.724723113546766, 155.70852115026167]\n",
      "[OK] Frame 5_82.png (class: 5) processed in 0.051857s. Angles: [174.07034750801085, 176.53859850376173, 11.701905821869971, 155.9362148555102]\n",
      "[OK] Frame 5_83.png (class: 5) processed in 0.054904s. Angles: [174.02946101875926, 176.2454876152847, 11.68551589238556, 156.14934078416653]\n",
      "[OK] Frame 5_84.png (class: 5) processed in 0.051723s. Angles: [174.0438568985831, 176.4711692586703, 11.657995755046048, 156.52435539628436]\n",
      "[OK] Frame 5_85.png (class: 5) processed in 0.052613s. Angles: [173.99929203745523, 176.28659643102685, 11.626944400894606, 156.85702863531742]\n",
      "[OK] Frame 5_86.png (class: 5) processed in 0.061164s. Angles: [173.9376867688507, 176.20086940558267, 11.633979868428401, 157.2565328242704]\n",
      "[OK] Frame 5_87.png (class: 5) processed in 0.055449s. Angles: [173.9253306178521, 176.2586284087559, 11.598954386992832, 157.6355006864629]\n",
      "[OK] Frame 5_88.png (class: 5) processed in 0.05602s. Angles: [173.96077908733062, 176.3955316599679, 11.548671941618252, 158.17980034283335]\n",
      "[OK] Frame 5_89.png (class: 5) processed in 0.050752s. Angles: [173.99401716168305, 176.3709921865655, 11.528761119793762, 158.77019478698222]\n",
      "[OK] Frame 5_90.png (class: 5) processed in 0.056242s. Angles: [174.06782440148277, 176.13147379779116, 11.490599582330926, 159.23973817553943]\n",
      "[OK] Frame 5_91.png (class: 5) processed in 0.052268s. Angles: [174.1734687218707, 175.78170172898413, 11.442327507199474, 159.44460841344969]\n",
      "[OK] Frame 5_92.png (class: 5) processed in 0.052835s. Angles: [174.34040131065342, 175.20312530062006, 11.368538968631613, 159.59070995894774]\n",
      "[OK] Frame 5_93.png (class: 5) processed in 0.051786s. Angles: [174.39497114988467, 174.68339716954387, 11.36758203179721, 159.6957318590235]\n",
      "[OK] Frame 5_94.png (class: 5) processed in 0.051424s. Angles: [174.4690107871989, 173.72599780471987, 11.355586572326795, 159.73322254128922]\n",
      "[OK] Frame 5_95.png (class: 5) processed in 0.053198s. Angles: [174.57291175194433, 173.2191218388887, 11.314293884862238, 159.78573936999894]\n",
      "[OK] Frame 5_96.png (class: 5) processed in 0.052689s. Angles: [174.5943713325293, 173.00229660707808, 11.318619117110007, 159.98028757929035]\n",
      "[OK] Frame 5_97.png (class: 5) processed in 0.055706s. Angles: [174.51443910224114, 172.98557401090477, 11.371184910025956, 160.1480380449232]\n",
      "[OK] Frame 5_98.png (class: 5) processed in 0.051795s. Angles: [174.42352538116188, 172.9828948137436, 11.425286609411911, 160.25995656474993]\n",
      "[OK] Frame 5_99.png (class: 5) processed in 0.050999s. Angles: [174.19717390968898, 173.3283011333431, 11.472540537934352, 160.73432045027286]\n",
      "[OK] Frame 5_100.png (class: 5) processed in 0.05238s. Angles: [174.09643729510955, 173.4611659659243, 11.590251545601475, 161.00657134856536]\n",
      "[OK] Frame 5_101.png (class: 5) processed in 0.051258s. Angles: [174.03103481954773, 173.55021557060496, 11.628928462909563, 161.14793022256367]\n",
      "[OK] Frame 5_102.png (class: 5) processed in 0.051253s. Angles: [173.99142084896158, 173.59184207872048, 11.683915060395012, 161.29785288187864]\n",
      "[OK] Frame 5_103.png (class: 5) processed in 0.054496s. Angles: [173.98054071949824, 173.25298758093084, 11.727929522212648, 161.35562605891354]\n",
      "[OK] Frame 5_104.png (class: 5) processed in 0.053886s. Angles: [174.0065609264952, 172.93851326762726, 11.71496949184133, 161.460555404196]\n",
      "[OK] Frame 5_105.png (class: 5) processed in 0.053229s. Angles: [173.99154705230265, 172.6549994505081, 11.731014140305799, 161.47742270851955]\n",
      "[OK] Frame 5_106.png (class: 5) processed in 0.054728s. Angles: [173.92804802431067, 172.3293003237706, 11.732195410646925, 161.51800660839535]\n",
      "[OK] Frame 5_107.png (class: 5) processed in 0.051302s. Angles: [173.9014570490745, 172.11691616318544, 11.727373092249735, 161.56323579081152]\n",
      "[OK] Frame 5_108.png (class: 5) processed in 0.055743s. Angles: [173.88916591586474, 172.11121162064106, 11.71136751910813, 161.60072393004953]\n",
      "[OK] Frame 5_109.png (class: 5) processed in 0.051334s. Angles: [173.75026835629623, 172.2946353577034, 11.73594642676687, 161.691211598755]\n",
      "[OK] Frame 5_110.png (class: 5) processed in 0.051829s. Angles: [173.70866571844238, 172.09709180803205, 11.72915811766759, 161.85463858014305]\n",
      "[OK] Frame 5_111.png (class: 5) processed in 0.050609s. Angles: [173.74638628945635, 171.82689707686393, 11.716622911473978, 162.15487841405718]\n",
      "[OK] Frame 5_112.png (class: 5) processed in 0.062879s. Angles: [173.78646123957682, 171.99481215411856, 11.660881364727205, 162.781833397612]\n",
      "[OK] Frame 5_113.png (class: 5) processed in 0.051667s. Angles: [173.8028036225798, 171.82701408602043, 11.636867401548873, 163.1283410313497]\n",
      "[OK] Frame 5_114.png (class: 5) processed in 0.05037s. Angles: [173.84764723914165, 171.44932478121476, 11.553116937630758, 163.53647648247343]\n",
      "[OK] Frame 5_115.png (class: 5) processed in 0.051744s. Angles: [173.87335746125373, 170.40807567325183, 11.530607448896529, 163.8268964519818]\n",
      "[OK] Frame 5_116.png (class: 5) processed in 0.059s. Angles: [173.94044406757868, 169.3346088512122, 11.490150344256632, 163.84074064200564]\n",
      "[OK] Frame 5_117.png (class: 5) processed in 0.051836s. Angles: [174.01232497262623, 168.70692495233774, 11.473905001724106, 164.13864307596702]\n",
      "[OK] Frame 5_118.png (class: 5) processed in 0.051213s. Angles: [174.02994583905968, 168.64397071639902, 11.488844438633993, 164.41477050105448]\n",
      "[OK] Frame 5_119.png (class: 5) processed in 0.050693s. Angles: [174.044696297987, 168.41923599071794, 11.482267948086767, 164.82064620907175]\n",
      "[OK] Frame 5_120.png (class: 5) processed in 0.056318s. Angles: [174.03595321962752, 168.76877998748816, 11.487020172086144, 165.35287098372063]\n",
      "[OK] Frame 5_121.png (class: 5) processed in 0.051312s. Angles: [174.03053110781553, 169.1524360426823, 11.482963007613566, 165.76575377539143]\n",
      "[OK] Frame 5_122.png (class: 5) processed in 0.052717s. Angles: [174.02752454970695, 169.37976943273014, 11.478989151630566, 166.03002780925934]\n",
      "[OK] Frame 5_123.png (class: 5) processed in 0.051869s. Angles: [173.97243617989213, 169.75094402665079, 11.497320432199684, 166.1871064319668]\n",
      "[OK] Frame 5_124.png (class: 5) processed in 0.052515s. Angles: [173.92286316234038, 169.92648722823498, 11.541813270213654, 166.21690883661546]\n",
      "[OK] Frame 5_125.png (class: 5) processed in 0.054361s. Angles: [173.90059512897693, 170.08761856161973, 11.551835650364277, 166.2760946526743]\n",
      "[OK] Frame 5_126.png (class: 5) processed in 0.054894s. Angles: [173.88308355025754, 170.51454114291528, 11.566362000770077, 166.58246056488994]\n",
      "[OK] Frame 5_127.png (class: 5) processed in 0.05185s. Angles: [173.90053797776383, 171.0657013076008, 11.544295114581809, 167.01161080386925]\n",
      "[OK] Frame 5_128.png (class: 5) processed in 0.051837s. Angles: [173.88551145205315, 171.43545546678288, 11.550344002233704, 167.07921945183963]\n",
      "[OK] Frame 5_129.png (class: 5) processed in 0.051158s. Angles: [173.92088623401546, 171.84758121755073, 11.547912877040307, 167.18425040967182]\n",
      "[OK] Frame 5_130.png (class: 5) processed in 0.051625s. Angles: [173.9704625328871, 172.48581944507347, 11.535871279127393, 166.8948131730265]\n",
      "[OK] Frame 5_131.png (class: 5) processed in 0.054115s. Angles: [174.03966741284637, 173.20512174719445, 11.533501446439178, 166.56133442932878]\n",
      "[OK] Frame 5_132.png (class: 5) processed in 0.052618s. Angles: [174.0865405336896, 173.82738154920898, 11.55579433441074, 166.21447033201548]\n",
      "[OK] Frame 5_133.png (class: 5) processed in 0.063276s. Angles: [174.05999779050728, 174.19539004320163, 11.602585327779218, 165.70783079573994]\n",
      "[OK] Frame 5_134.png (class: 5) processed in 0.051072s. Angles: [174.0755047096266, 174.50755185945863, 11.62027831775974, 165.30612190309498]\n",
      "[OK] Frame 5_135.png (class: 5) processed in 0.06273s. Angles: [174.12713865555781, 174.5889898561196, 11.620970193266006, 164.9039025452306]\n",
      "[OK] Frame 5_136.png (class: 5) processed in 0.059074s. Angles: [174.26677717893762, 174.5881877616051, 11.54457717371076, 164.6597152446049]\n",
      "[OK] Frame 5_137.png (class: 5) processed in 0.05094s. Angles: [174.4838628645664, 174.31244847960838, 11.427316100995979, 164.34534099040673]\n",
      "[OK] Frame 5_138.png (class: 5) processed in 0.054633s. Angles: [174.65230242738684, 174.1498079306372, 11.344056388849886, 163.94191288539935]\n",
      "[OK] Frame 5_139.png (class: 5) processed in 0.051947s. Angles: [174.79092626957592, 173.60267186555333, 11.27116404718756, 163.46998314173538]\n",
      "[OK] Frame 5_140.png (class: 5) processed in 0.052035s. Angles: [174.91299764277457, 173.35431748022, 11.19759177600956, 163.1694661827311]\n",
      "[OK] Frame 5_141.png (class: 5) processed in 0.053056s. Angles: [174.9924612562995, 173.35239900745063, 11.14942950128622, 162.95356898768742]\n",
      "[OK] Frame 5_142.png (class: 5) processed in 0.051132s. Angles: [175.03679263506586, 173.78467058126884, 11.143860506079085, 162.77745463200182]\n",
      "[OK] Frame 5_143.png (class: 5) processed in 0.051746s. Angles: [175.20698840391717, 174.65637393041354, 11.126936006429117, 162.69537567386504]\n",
      "[OK] Frame 5_144.png (class: 5) processed in 0.052666s. Angles: [175.3115662854573, 174.8498959171736, 11.079052825808025, 162.3331056011883]\n",
      "[OK] Frame 5_145.png (class: 5) processed in 0.051809s. Angles: [175.39915839370948, 174.87099359597448, 11.075170213583991, 161.76716943021674]\n",
      "[OK] Frame 5_146.png (class: 5) processed in 0.051896s. Angles: [175.48627503164076, 175.18548553136128, 11.033247750752436, 161.09360717712755]\n",
      "[OK] Frame 5_147.png (class: 5) processed in 0.051284s. Angles: [175.51119080971205, 175.17121850116837, 10.99925496432747, 160.36574719468726]\n",
      "[OK] Frame 5_148.png (class: 5) processed in 0.062911s. Angles: [175.46289654675894, 175.30088714454303, 11.006053844070367, 159.9760238147311]\n",
      "[OK] Frame 5_149.png (class: 5) processed in 0.052532s. Angles: [175.24432422532624, 175.2713342831488, 11.10863908598162, 159.66611259309335]\n",
      "[OK] Frame 5_150.png (class: 5) processed in 0.052233s. Angles: [175.04936737274053, 174.90762520556456, 11.18999873921648, 159.48512004252893]\n",
      "[OK] Frame 5_151.png (class: 5) processed in 0.051988s. Angles: [174.8478994594248, 174.57194095881766, 11.263123330573563, 159.2682461005511]\n",
      "[OK] Frame 5_152.png (class: 5) processed in 0.05581s. Angles: [174.74308709772205, 174.14155974797623, 11.286264817112592, 158.81432566826558]\n",
      "[OK] Frame 5_153.png (class: 5) processed in 0.061445s. Angles: [174.69354802203532, 173.41327677210535, 11.261389859832173, 158.28012789406347]\n",
      "[OK] Frame 5_154.png (class: 5) processed in 0.051417s. Angles: [174.6538333350282, 173.28323299075424, 11.261897614413506, 157.9021301049627]\n",
      "[OK] Frame 5_155.png (class: 5) processed in 0.050624s. Angles: [174.6813158427592, 173.1986800746672, 11.268198542277997, 157.36746300891087]\n",
      "[OK] Frame 5_156.png (class: 5) processed in 0.052719s. Angles: [174.6500679287183, 173.546373817499, 11.297540711873657, 157.07458793897803]\n",
      "[OK] Frame 5_157.png (class: 5) processed in 0.051681s. Angles: [174.55137810904642, 174.13427087780826, 11.3658570794647, 156.93939516621515]\n",
      "[OK] Frame 5_158.png (class: 5) processed in 0.05147s. Angles: [174.52331025978555, 174.87850175650894, 11.367337641944607, 157.0649774952048]\n",
      "[OK] Frame 5_159.png (class: 5) processed in 0.051673s. Angles: [174.62431272146702, 175.18538886132094, 11.362610366733943, 157.05949423178134]\n",
      "[OK] Frame 5_160.png (class: 5) processed in 0.051792s. Angles: [174.70200521167996, 175.232550247236, 11.275210647534525, 157.0452058447096]\n",
      "[OK] Frame 5_161.png (class: 5) processed in 0.051505s. Angles: [174.82361083596368, 175.34978865991786, 11.156652545294445, 157.10055857589256]\n",
      "[OK] Frame 5_162.png (class: 5) processed in 0.052798s. Angles: [174.87546020997254, 175.22564432134615, 11.090067053815334, 156.97870440486287]\n",
      "[OK] Frame 5_163.png (class: 5) processed in 0.056259s. Angles: [174.98287380158857, 174.82412795902005, 10.951577917300154, 156.8440259190809]\n",
      "[OK] Frame 5_164.png (class: 5) processed in 0.055229s. Angles: [175.10456416425228, 174.2210470232193, 10.81406897157952, 156.62606031974553]\n",
      "[OK] Frame 5_165.png (class: 5) processed in 0.056247s. Angles: [175.50472457255233, 174.06712753942705, 10.604033531107904, 156.83091320784777]\n",
      "[OK] Frame 5_166.png (class: 5) processed in 0.052143s. Angles: [175.80959181168384, 173.4804053540431, 10.460991863245594, 156.84981119660011]\n",
      "[OK] Frame 5_167.png (class: 5) processed in 0.050819s. Angles: [175.9460930199516, 172.99483659986635, 10.392948836920034, 157.09085233707307]\n",
      "[OK] Frame 5_168.png (class: 5) processed in 0.054661s. Angles: [176.150332543326, 172.69267289162835, 10.32765699771186, 157.61640361093674]\n",
      "[OK] Frame 5_169.png (class: 5) processed in 0.050982s. Angles: [176.3935700455443, 172.27845204113822, 10.306121508312556, 158.09545547919092]\n",
      "[OK] Frame 5_170.png (class: 5) processed in 0.050911s. Angles: [176.7017313671676, 171.36048531927116, 11.294465034235367, 158.52092687542157]\n",
      "[OK] Frame 5_171.png (class: 5) processed in 0.051087s. Angles: [177.8538669583683, 169.549397848148, 11.921616706880716, 158.03261691747363]\n",
      "[OK] Frame 5_172.png (class: 5) processed in 0.0512s. Angles: [178.0638252741316, 165.53793024233863, 12.91788967394442, 154.36365083978745]\n",
      "[OK] Frame 5_173.png (class: 5) processed in 0.053773s. Angles: [178.48237307459107, 165.55594819910095, 12.810684171558558, 155.3144405690969]\n",
      "[OK] Frame 5_174.png (class: 5) processed in 0.052138s. Angles: [178.82606909001512, 166.0870216909557, 12.582362190931512, 156.78666758547456]\n",
      "[OK] Frame 5_175.png (class: 5) processed in 0.052275s. Angles: [179.02618077374586, 165.3858627022527, 12.755695577964019, 156.96060869493553]\n",
      "[OK] Frame 5_176.png (class: 5) processed in 0.051626s. Angles: [179.26311929365576, 166.9020906941642, 12.299556761295246, 159.1682336156995]\n",
      "[OK] Frame 5_177.png (class: 5) processed in 0.054381s. Angles: [179.4085817695588, 167.18784788582107, 12.20683713970961, 160.3488612347585]\n",
      "[OK] Frame 5_178.png (class: 5) processed in 0.051751s. Angles: [179.92168271837448, 166.83845096471137, 11.790549758551736, 160.87462815483653]\n",
      "[SKIP] Frame 5_179.png (class: 5) processed in 0.066008s. Angles: [163.17298934359357, 179.5284537601424, 154.35686498365257, 5.756310217978883]\n",
      "[SKIP] Frame 5_180.png (class: 5) processed in 0.061265s. Angles: [166.58559230204665, 179.8256407765636, 160.28751903508956, 6.352511650915708]\n",
      "[SKIP] Frame 5_181.png (class: 5) processed in 0.051597s. Angles: [161.22858098645148, 179.53160473410102, 149.66057407824965, 18.403864757025655]\n",
      "[SKIP] Frame 5_182.png (class: 5) processed in 0.052334s. Angles: [177.5550613733329, 165.3832535857072, 7.960780102068906, 161.36005652468435]\n",
      "[OK] Frame 5_183.png (class: 5) processed in 0.05176s. Angles: [179.04493608094356, 166.82272214263733, 10.813980255284438, 162.69741822612252]\n",
      "[OK] Frame 5_184.png (class: 5) processed in 0.053868s. Angles: [179.27892680370223, 166.08140507165297, 10.637527111742482, 161.98667092890312]\n",
      "[OK] Frame 5_185.png (class: 5) processed in 0.051823s. Angles: [178.74468489628467, 166.23385036915712, 10.861802532270161, 163.12965987613964]\n",
      "[OK] Frame 5_186.png (class: 5) processed in 0.051819s. Angles: [179.53990958921557, 167.96339550966744, 9.928647482067445, 165.2310924299156]\n",
      "[OK] Frame 5_187.png (class: 5) processed in 0.051634s. Angles: [179.17890807818637, 168.46600611046057, 9.40048114371017, 165.43523631707978]\n",
      "[OK] Frame 5_188.png (class: 5) processed in 0.051752s. Angles: [178.43352108738878, 168.42400136625903, 9.140546561188657, 165.0983142523622]\n",
      "[OK] Frame 5_189.png (class: 5) processed in 0.052611s. Angles: [177.7152767546653, 168.74678650633768, 9.06748072252754, 164.94823819934598]\n",
      "[OK] Frame 5_190.png (class: 5) processed in 0.051546s. Angles: [177.19989967612335, 168.77005109583433, 9.063713628821178, 165.01554363215504]\n",
      "[OK] Frame 5_191.png (class: 5) processed in 0.051304s. Angles: [176.90996696405264, 168.37912406712692, 9.355892872805905, 164.74567743426547]\n",
      "[OK] Frame 5_192.png (class: 5) processed in 0.052145s. Angles: [176.7423630685034, 168.19517138871345, 9.812908768356596, 164.70908861262933]\n",
      "[OK] Frame 5_193.png (class: 5) processed in 0.052276s. Angles: [176.85127076729975, 168.1538485958986, 9.956289833632551, 164.33058669022842]\n",
      "[OK] Frame 5_194.png (class: 5) processed in 0.051405s. Angles: [176.1621358416845, 168.22450382622, 10.540535688192488, 163.92419891307904]\n",
      "[OK] Frame 5_195.png (class: 5) processed in 0.05156s. Angles: [175.54681839472093, 168.5235321610839, 11.182873521644614, 163.67915144825406]\n",
      "[OK] Frame 5_196.png (class: 5) processed in 0.051624s. Angles: [175.98195896168377, 168.7377982974386, 11.480440651908513, 163.3643413006859]\n",
      "[OK] Frame 5_197.png (class: 5) processed in 0.054562s. Angles: [175.8693477621221, 169.01395002821394, 11.991386248835253, 163.23498427800476]\n",
      "[OK] Frame 5_198.png (class: 5) processed in 0.052291s. Angles: [175.71107897942304, 169.2426577914689, 12.657449544077016, 163.1261891560137]\n",
      "[OK] Frame 5_199.png (class: 5) processed in 0.052223s. Angles: [175.13666159096812, 169.50528391974726, 13.083438959119984, 163.00504586626124]\n",
      "[OK] Frame 6_0.png (class: 6) processed in 0.052774s. Angles: [173.1702276701959, 166.15054122538697, 174.1496637262319, 170.36704763318463]\n",
      "[SKIP] Frame 6_1.png (class: 6) processed in 0.054425s. Angles: [163.83200993539137, 172.5160726840931, 178.62417990281168, 176.41969001563737]\n",
      "[SKIP] Frame 6_2.png (class: 6) processed in 0.054557s. Angles: [169.74250768179243, 170.97035693081898, 174.24868942181612, 176.83570631836156]\n",
      "[OK] Frame 6_3.png (class: 6) processed in 0.051401s. Angles: [170.69470097666502, 171.77356882849637, 174.6424289287263, 177.07606500741758]\n",
      "[OK] Frame 6_4.png (class: 6) processed in 0.051736s. Angles: [172.16625353699948, 171.018276073403, 174.0735199033281, 176.1126098898744]\n",
      "[OK] Frame 6_5.png (class: 6) processed in 0.051728s. Angles: [172.04411213726635, 170.09223712962108, 174.79327149566203, 175.3512914675238]\n",
      "[OK] Frame 6_6.png (class: 6) processed in 0.051716s. Angles: [173.9486796672586, 172.8469972074854, 173.193746471187, 177.9105284833375]\n",
      "[OK] Frame 6_7.png (class: 6) processed in 0.051518s. Angles: [173.21884784776853, 172.35719568198013, 173.98001147649137, 177.32324769743366]\n",
      "[OK] Frame 6_8.png (class: 6) processed in 0.054632s. Angles: [172.77404900770657, 171.99295521320315, 174.57386864664048, 176.86809935804237]\n",
      "[OK] Frame 6_9.png (class: 6) processed in 0.058033s. Angles: [173.19152032246276, 170.9807491667708, 174.4841065220441, 176.30767020248012]\n",
      "[SKIP] Frame 6_10.png (class: 6) processed in 0.051381s. Angles: [175.84420291355949, 177.580712124715, 172.80114750764605, 178.41854538379212]\n",
      "[OK] Frame 6_11.png (class: 6) processed in 0.051681s. Angles: [175.52730787593848, 176.73455468318414, 173.0651877813851, 179.4863588940582]\n",
      "[OK] Frame 6_12.png (class: 6) processed in 0.051425s. Angles: [173.9219841223869, 175.77936710078288, 174.03782399454138, 178.61857810199592]\n",
      "[OK] Frame 6_13.png (class: 6) processed in 0.051779s. Angles: [173.33733133163517, 175.32497553652945, 174.47717889414184, 178.2179588636694]\n",
      "[OK] Frame 6_14.png (class: 6) processed in 0.052917s. Angles: [173.03651326189873, 175.31187721212999, 174.67135038577015, 178.10611994591125]\n",
      "[OK] Frame 6_15.png (class: 6) processed in 0.051531s. Angles: [172.80558797182158, 175.6573825503491, 174.72925553118034, 178.49404701829985]\n",
      "[OK] Frame 6_16.png (class: 6) processed in 0.054216s. Angles: [172.7860601430934, 175.9101186973785, 174.71311962763522, 178.86415927863914]\n",
      "[OK] Frame 6_17.png (class: 6) processed in 0.051396s. Angles: [171.37257023063742, 179.4985116076262, 175.18788565905217, 179.00536577809441]\n",
      "[OK] Frame 6_18.png (class: 6) processed in 0.051669s. Angles: [170.91497461795544, 179.33883287243924, 175.1359134487002, 179.74743330961826]\n",
      "[OK] Frame 6_19.png (class: 6) processed in 0.051589s. Angles: [170.79279695984314, 179.03668479448643, 175.18515538003317, 179.92232440907026]\n",
      "[OK] Frame 6_20.png (class: 6) processed in 0.051767s. Angles: [170.3810200815688, 178.5971342637736, 175.0495469399814, 178.95697046855926]\n",
      "[OK] Frame 6_21.png (class: 6) processed in 0.051985s. Angles: [169.94316346677255, 175.3606855646884, 175.09992175848754, 175.73807443879127]\n",
      "[OK] Frame 6_22.png (class: 6) processed in 0.065664s. Angles: [169.93812514181093, 174.29162300596172, 175.118345838313, 174.42351295235036]\n",
      "[OK] Frame 6_23.png (class: 6) processed in 0.05507s. Angles: [170.20877288054407, 174.10245674538302, 175.03229139756533, 173.7784566211018]\n",
      "[OK] Frame 6_24.png (class: 6) processed in 0.053634s. Angles: [169.66251135060807, 173.64189024892423, 175.4791913118162, 173.10944102238574]\n",
      "[OK] Frame 6_25.png (class: 6) processed in 0.066356s. Angles: [169.62513706656247, 173.49443620478218, 175.48333240920104, 172.6432653903186]\n",
      "[OK] Frame 6_26.png (class: 6) processed in 0.0516s. Angles: [169.54079364148976, 176.80992891835575, 175.70564559307945, 173.8570802596959]\n",
      "[OK] Frame 6_27.png (class: 6) processed in 0.051607s. Angles: [169.644118539703, 176.03165754376573, 175.6643002254036, 173.51680251562732]\n",
      "[OK] Frame 6_28.png (class: 6) processed in 0.052567s. Angles: [169.696530042991, 175.29147078526685, 175.62828529726795, 173.145257430778]\n",
      "[OK] Frame 6_29.png (class: 6) processed in 0.055045s. Angles: [169.46978206953943, 179.68520035796658, 175.88360848073324, 176.79061251787093]\n",
      "[OK] Frame 6_30.png (class: 6) processed in 0.051689s. Angles: [169.53024032899074, 177.6126398537635, 175.99501543319747, 179.2902506490361]\n",
      "[OK] Frame 6_31.png (class: 6) processed in 0.053253s. Angles: [169.77460485238524, 176.50643683057496, 175.96555383040672, 179.5534368476811]\n",
      "[OK] Frame 6_32.png (class: 6) processed in 0.053176s. Angles: [169.10730351386567, 176.37631114008983, 176.74093391804777, 175.63962261242025]\n",
      "[OK] Frame 6_33.png (class: 6) processed in 0.054907s. Angles: [172.4509181349352, 173.91858716549112, 175.04686234286564, 173.88279097761372]\n",
      "[OK] Frame 6_34.png (class: 6) processed in 0.051273s. Angles: [173.81430840711508, 173.84229685666742, 174.3506260307886, 173.39509007624767]\n",
      "[OK] Frame 6_35.png (class: 6) processed in 0.051537s. Angles: [174.2216288209178, 173.31635912001622, 174.15081820908756, 173.19871971905266]\n",
      "[OK] Frame 6_36.png (class: 6) processed in 0.052633s. Angles: [175.64154887667098, 168.85445879767093, 173.0094371131544, 172.0067124868848]\n",
      "[OK] Frame 6_37.png (class: 6) processed in 0.051353s. Angles: [176.70713183002394, 169.89339712904055, 172.49937950711893, 172.70152462370405]\n",
      "[OK] Frame 6_38.png (class: 6) processed in 0.054062s. Angles: [174.2329023127812, 172.53791555391115, 173.95149245042765, 173.86171993502447]\n",
      "[SKIP] Frame 6_39.png (class: 6) processed in 0.060231s. Angles: [172.71533547841264, 179.08699959347, 174.70912479719297, 179.35702121925976]\n",
      "[OK] Frame 6_40.png (class: 6) processed in 0.058564s. Angles: [172.18157413943032, 179.00631506571412, 175.09431516392902, 177.78085503324388]\n",
      "[OK] Frame 6_41.png (class: 6) processed in 0.053211s. Angles: [175.6180527671116, 175.46407569280876, 173.3274140881378, 175.6275559006894]\n",
      "[OK] Frame 6_42.png (class: 6) processed in 0.052452s. Angles: [176.6986271635762, 170.7046552744869, 172.76799573015668, 173.36546987380842]\n",
      "[OK] Frame 6_43.png (class: 6) processed in 0.052555s. Angles: [177.02561850819063, 169.24724664779598, 172.56178722355318, 172.7114683276037]\n",
      "[OK] Frame 6_44.png (class: 6) processed in 0.05254s. Angles: [177.09784139175332, 170.2774222558691, 172.45648220489136, 173.2303107510089]\n",
      "[OK] Frame 6_45.png (class: 6) processed in 0.051941s. Angles: [176.68940511714396, 170.45167704208222, 172.706702507135, 173.11353881589045]\n",
      "[OK] Frame 6_46.png (class: 6) processed in 0.052692s. Angles: [176.51147395369148, 170.9301124677017, 172.80724162352732, 173.32090392400502]\n",
      "[OK] Frame 6_47.png (class: 6) processed in 0.057738s. Angles: [176.6219216339368, 171.29719852426135, 172.8382668660881, 173.15687134336378]\n",
      "[OK] Frame 6_48.png (class: 6) processed in 0.059803s. Angles: [176.74135584970549, 171.63430060058414, 172.78160566604424, 173.33931192401118]\n",
      "[SKIP] Frame 6_49.png (class: 6) processed in 0.052466s. Angles: [170.33069989713252, 173.87525904947125, 173.01347808889855, 177.1882631118465]\n",
      "[OK] Frame 6_50.png (class: 6) processed in 0.051308s. Angles: [168.78121929836374, 170.73253482532337, 174.20589312689813, 177.57953702590507]\n",
      "[OK] Frame 6_51.png (class: 6) processed in 0.051631s. Angles: [167.9447363404081, 169.4450407280143, 175.09624431302367, 177.82641476072467]\n",
      "[OK] Frame 6_52.png (class: 6) processed in 0.063056s. Angles: [167.85853697722388, 168.48313281818457, 175.1092644468182, 179.06119954740038]\n",
      "[OK] Frame 6_53.png (class: 6) processed in 0.052302s. Angles: [168.94831283168142, 167.711320587492, 175.0930721383282, 179.61261367053598]\n",
      "[OK] Frame 6_54.png (class: 6) processed in 0.056036s. Angles: [166.35066057054726, 168.1324306886081, 173.41868273800307, 179.3605673870068]\n",
      "[OK] Frame 6_55.png (class: 6) processed in 0.054057s. Angles: [169.69023082484944, 168.84663980898665, 176.53139823078263, 179.29461640743833]\n",
      "[OK] Frame 6_56.png (class: 6) processed in 0.063316s. Angles: [167.79895610045955, 169.72902568096342, 175.3305484309454, 179.2265996961317]\n",
      "[OK] Frame 6_57.png (class: 6) processed in 0.052643s. Angles: [167.15344714856863, 171.17577432879906, 174.59105862117752, 179.60632658952062]\n",
      "[OK] Frame 6_58.png (class: 6) processed in 0.051015s. Angles: [166.86691754670696, 170.05758444695167, 173.8183363889251, 179.64015114320333]\n",
      "[OK] Frame 6_59.png (class: 6) processed in 0.051836s. Angles: [166.8589714564051, 169.88067045566603, 173.20892670414895, 179.22359626273973]\n",
      "[OK] Frame 6_60.png (class: 6) processed in 0.052267s. Angles: [166.67177750243414, 170.37728534104374, 172.3276604588649, 178.89705721201622]\n",
      "[OK] Frame 6_61.png (class: 6) processed in 0.051737s. Angles: [168.35125911284877, 167.629499850523, 172.85165824986532, 175.79053234930112]\n",
      "[OK] Frame 6_62.png (class: 6) processed in 0.054843s. Angles: [166.56514570939532, 163.70119692350468, 174.44929349464968, 179.83763877508906]\n",
      "[OK] Frame 6_63.png (class: 6) processed in 0.051634s. Angles: [165.16036354758734, 162.66747397227735, 173.18180320631046, 179.08933075981298]\n",
      "[SKIP] Frame 6_64.png (class: 6) processed in 0.056832s. Angles: [178.21749549875867, 168.3652552571154, 178.66592582530976, 166.50007668683995]\n",
      "[SKIP] Frame 6_65.png (class: 6) processed in 0.064106s. Angles: [174.82758349621724, 174.15042056247412, 179.72903957622367, 168.21696369417788]\n",
      "[SKIP] Frame 6_66.png (class: 6) processed in 0.053432s. Angles: [169.6023672144341, 161.81957545937266, 173.06999149989346, 178.01595769607943]\n",
      "[SKIP] Frame 6_67.png (class: 6) processed in 0.052455s. Angles: [176.3538685069337, 157.85458479678485, 176.73517313967147, 179.73605271699194]\n",
      "[SKIP] Frame 6_68.png (class: 6) processed in 0.055033s. Angles: [178.07378936506615, 176.20382114016004, 176.9222357155927, 167.73987845114863]\n",
      "[OK] Frame 6_69.png (class: 6) processed in 0.051388s. Angles: [178.35488040645618, 171.58669150405427, 177.34378221397705, 166.30690625440522]\n",
      "[SKIP] Frame 6_70.png (class: 6) processed in 0.051261s. Angles: [175.13141535905007, 163.442588982526, 177.6057633547303, 162.41821981569583]\n",
      "[SKIP] Frame 6_71.png (class: 6) processed in 0.051339s. Angles: [167.61487650764164, 167.43710340497873, 178.27108593831286, 164.5404035418282]\n",
      "[SKIP] Frame 6_72.png (class: 6) processed in 0.051657s. Angles: [171.9640958960357, 165.49089137024055, 173.1086111075985, 171.68091752058487]\n",
      "[OK] Frame 6_73.png (class: 6) processed in 0.051049s. Angles: [176.2348041012012, 165.58138654377694, 174.1855807942349, 174.0936672159214]\n",
      "[OK] Frame 6_74.png (class: 6) processed in 0.05939s. Angles: [178.84293733391291, 164.12578204602133, 174.32101156524092, 174.94910194633508]\n",
      "[SKIP] Frame 6_75.png (class: 6) processed in 0.053774s. Angles: [169.1526311173585, 160.75427472978393, 169.29243891364604, 168.97798688553743]\n",
      "[OK] Frame 6_76.png (class: 6) processed in 0.054189s. Angles: [166.66570014190543, 157.897268095315, 167.47578660655412, 166.56682692294743]\n",
      "[OK] Frame 6_77.png (class: 6) processed in 0.05916s. Angles: [165.7371292012864, 160.17098792983313, 167.4386337002544, 164.5867575537802]\n",
      "[SKIP] Frame 6_78.png (class: 6) processed in 0.067122s. Angles: [166.13856491985553, 169.39921857586876, 167.87518344195797, 163.9761380622305]\n",
      "[OK] Frame 6_79.png (class: 6) processed in 0.058072s. Angles: [166.05989871764854, 170.64068158860937, 168.11662897584068, 163.90220292243023]\n",
      "[OK] Frame 6_80.png (class: 6) processed in 0.051768s. Angles: [166.2847216122776, 171.01447630328727, 168.32316897935954, 164.00688173628933]\n",
      "[OK] Frame 6_81.png (class: 6) processed in 0.051347s. Angles: [167.84483768805507, 170.74296641952375, 168.50850703014254, 163.16473413830664]\n",
      "[OK] Frame 6_82.png (class: 6) processed in 0.055231s. Angles: [168.83277971625458, 171.28351040128166, 168.0150541901928, 163.39207400049003]\n",
      "[OK] Frame 6_83.png (class: 6) processed in 0.062838s. Angles: [169.5296355254845, 170.71599682767456, 167.25439069789456, 162.87146431231946]\n",
      "[OK] Frame 6_84.png (class: 6) processed in 0.053286s. Angles: [169.14422694462863, 170.19308492465302, 167.09316265116553, 162.2806501222097]\n",
      "[OK] Frame 6_85.png (class: 6) processed in 0.05254s. Angles: [169.5174818849942, 169.70190759444782, 166.90189792130212, 162.3512755050581]\n",
      "[OK] Frame 6_86.png (class: 6) processed in 0.050688s. Angles: [169.74620322517336, 170.21745949298003, 166.29660502123176, 162.78853728864]\n",
      "[OK] Frame 6_87.png (class: 6) processed in 0.055665s. Angles: [169.89573194915474, 170.4934625150505, 165.70240073999264, 162.75672183496155]\n",
      "[OK] Frame 6_88.png (class: 6) processed in 0.05642s. Angles: [169.5190032312123, 170.8140334245315, 164.8334623554641, 162.6395314329009]\n",
      "[OK] Frame 6_89.png (class: 6) processed in 0.055269s. Angles: [170.2595617949418, 171.06257512854572, 164.5852576723585, 162.5220966674987]\n",
      "[OK] Frame 6_90.png (class: 6) processed in 0.051232s. Angles: [170.0881818587376, 171.41692101759577, 163.57130626913715, 162.43804419835868]\n",
      "[OK] Frame 6_91.png (class: 6) processed in 0.051698s. Angles: [170.6405863249406, 171.47488011323176, 163.0962544373053, 162.38867398689703]\n",
      "[OK] Frame 6_92.png (class: 6) processed in 0.053309s. Angles: [170.8659489620869, 171.5051488919518, 162.54253131093563, 162.29920806221764]\n",
      "[OK] Frame 6_93.png (class: 6) processed in 0.056607s. Angles: [171.80134387338373, 171.42115368545623, 162.40193873841022, 162.2501010120661]\n",
      "[OK] Frame 6_94.png (class: 6) processed in 0.055155s. Angles: [172.22031121993962, 171.644930683925, 162.09798692487914, 162.2173056017738]\n",
      "[OK] Frame 6_95.png (class: 6) processed in 0.052214s. Angles: [173.2084742645449, 172.0793024543916, 161.77885601074894, 162.25539189890554]\n",
      "[OK] Frame 6_96.png (class: 6) processed in 0.051676s. Angles: [174.20677645408773, 171.55588420149985, 161.51001886246317, 162.29130927254107]\n",
      "[SKIP] Frame 6_97.png (class: 6) processed in 0.052172s. Angles: [172.0199256775493, 145.07927593163853, 159.2765502522512, 165.63377075288307]\n",
      "[SKIP] Frame 6_98.png (class: 6) processed in 0.053253s. Angles: [172.3635047837091, 150.71143393626954, 158.84060752861308, 165.6592894840222]\n",
      "[SKIP] Frame 6_99.png (class: 6) processed in 0.050849s. Angles: [176.77358521424628, 163.70582354728364, 172.0203493827737, 146.42120359971634]\n",
      "[SKIP] Frame 6_100.png (class: 6) processed in 0.055642s. Angles: [176.8963012851555, 158.27949259223965, 175.40317753754368, 165.42771082104412]\n",
      "[SKIP] Frame 6_101.png (class: 6) processed in 0.055307s. Angles: [176.3889467604514, 169.23178426615647, 174.93311881412475, 149.94564406620944]\n",
      "[SKIP] Frame 6_102.png (class: 6) processed in 0.050325s. Angles: [135.1856470639165, 175.5220375753406, 160.95451134359445, 164.6481446047386]\n",
      "[SKIP] Frame 6_103.png (class: 6) processed in 0.05325s. Angles: [169.09969963444652, 154.96068157702754, 178.6908549231614, 167.3414999995434]\n",
      "[SKIP] Frame 6_104.png (class: 6) processed in 0.051682s. Angles: [177.21021167454415, 172.622919266299, 172.7346547774096, 152.35775836523686]\n",
      "[SKIP] Frame 6_105.png (class: 6) processed in 0.050991s. Angles: [172.43174707421477, 178.40405803604665, 158.81052434999194, 162.42528041832318]\n",
      "[SKIP] Frame 6_106.png (class: 6) processed in 0.059677s. Angles: [173.01864908490964, 172.59855502736644, 156.7859657483095, 163.12761991318524]\n",
      "[OK] Frame 6_107.png (class: 6) processed in 0.058079s. Angles: [172.18799348207162, 171.12564233638145, 156.65247913594686, 159.96444817971732]\n",
      "[SKIP] Frame 6_108.png (class: 6) processed in 0.053046s. Angles: [171.49953150396772, 156.27897180066347, 156.28503289486852, 163.3626354482401]\n",
      "[SKIP] Frame 6_109.png (class: 6) processed in 0.051567s. Angles: [136.5208740906193, 166.926492596652, 155.06845200860198, 171.17608740550884]\n",
      "[OK] Frame 6_110.png (class: 6) processed in 0.050817s. Angles: [135.6218455121046, 171.02830719404028, 155.52424396949945, 170.29435562169172]\n",
      "[SKIP] Frame 6_111.png (class: 6) processed in 0.061642s. Angles: [172.26143457052615, 173.18229313510693, 178.9417131985279, 150.89536027246004]\n",
      "[SKIP] Frame 6_112.png (class: 6) processed in 0.051755s. Angles: [155.54447487147937, 156.607984018166, 169.39609088384174, 163.85733655838783]\n",
      "[SKIP] Frame 6_113.png (class: 6) processed in 0.050871s. Angles: [175.83465038155677, 178.22129350483434, 156.0438792365047, 159.1112606791857]\n",
      "[SKIP] Frame 6_114.png (class: 6) processed in 0.052147s. Angles: [177.42753002209125, 178.46460641524718, 168.91054513403765, 157.22662432371538]\n",
      "[SKIP] Frame 6_115.png (class: 6) processed in 0.050768s. Angles: [172.48384885517618, 174.87745591149437, 176.88595323703976, 153.8400329118679]\n",
      "[SKIP] Frame 6_116.png (class: 6) processed in 0.051208s. Angles: [141.17722078398265, 178.44904167211743, 159.5901059991443, 168.5854346939508]\n",
      "[SKIP] Frame 6_117.png (class: 6) processed in 0.051856s. Angles: [169.2769502052352, 176.5598489327705, 151.75683977869593, 176.6799533109275]\n",
      "[SKIP] Frame 6_118.png (class: 6) processed in 0.051398s. Angles: [176.51884716807902, 176.3445087611384, 153.83750182036837, 158.17629172331385]\n",
      "[OK] Frame 6_119.png (class: 6) processed in 0.052285s. Angles: [175.77288557904564, 172.838461010646, 154.13913605635378, 155.77202318121957]\n",
      "[OK] Frame 6_120.png (class: 6) processed in 0.060834s. Angles: [173.10055305723307, 171.87596971215007, 152.932385568126, 155.0924618292732]\n",
      "[OK] Frame 6_121.png (class: 6) processed in 0.053156s. Angles: [171.68558918522572, 169.47402265754798, 152.2758829007871, 154.3907254611446]\n",
      "[OK] Frame 6_122.png (class: 6) processed in 0.051355s. Angles: [170.6242790394546, 169.40348939766983, 151.84681124937492, 154.20744101300915]\n",
      "[OK] Frame 6_123.png (class: 6) processed in 0.051643s. Angles: [170.16854995011556, 168.9339118195963, 151.38965839007753, 154.1711450424053]\n",
      "[OK] Frame 6_124.png (class: 6) processed in 0.052283s. Angles: [169.73855306902277, 169.08119256151934, 151.4512803690395, 154.53131336609928]\n",
      "[OK] Frame 6_125.png (class: 6) processed in 0.056219s. Angles: [170.40989039427927, 169.27561141473336, 151.8757766661462, 154.95579710194878]\n",
      "[OK] Frame 6_126.png (class: 6) processed in 0.051529s. Angles: [170.53695073562074, 169.80095490098324, 151.96672730068548, 155.1879092642215]\n",
      "[OK] Frame 6_127.png (class: 6) processed in 0.051807s. Angles: [170.5546492239131, 169.43249119564908, 151.7801435220029, 155.03552989692417]\n",
      "[OK] Frame 6_128.png (class: 6) processed in 0.054695s. Angles: [170.1834077125487, 169.63953760551058, 151.51692518648298, 155.23248427298762]\n",
      "[OK] Frame 6_129.png (class: 6) processed in 0.06045s. Angles: [170.10187431011138, 169.63722673128188, 151.20181258816842, 155.4836986788672]\n",
      "[OK] Frame 6_130.png (class: 6) processed in 0.050882s. Angles: [169.61264885296353, 169.65083088763888, 151.00668947411862, 155.61218638805397]\n",
      "[OK] Frame 6_131.png (class: 6) processed in 0.052268s. Angles: [169.2340664915641, 169.92690582415017, 151.1502020486181, 155.92427082108608]\n",
      "[OK] Frame 6_132.png (class: 6) processed in 0.051657s. Angles: [168.38430086277785, 169.90841701605788, 151.3573908830948, 156.18076568732664]\n",
      "[OK] Frame 6_133.png (class: 6) processed in 0.054461s. Angles: [167.76498407681257, 169.5898898656366, 151.83322691297437, 156.289277106069]\n",
      "[OK] Frame 6_134.png (class: 6) processed in 0.052684s. Angles: [167.74452800033805, 169.28448905649674, 152.11846835273442, 156.23867089625531]\n",
      "[OK] Frame 6_135.png (class: 6) processed in 0.051179s. Angles: [167.682783870013, 168.91741406779465, 152.2592868786888, 156.2374177924776]\n",
      "[OK] Frame 6_136.png (class: 6) processed in 0.053284s. Angles: [167.16312686255307, 168.40547177182273, 152.36484949804696, 156.33863869363293]\n",
      "[OK] Frame 6_137.png (class: 6) processed in 0.052828s. Angles: [166.303083704651, 168.15288237605952, 152.571306856461, 156.45172040187472]\n",
      "[OK] Frame 6_138.png (class: 6) processed in 0.055338s. Angles: [165.11350028620942, 168.24651297098634, 152.9634132538486, 156.72924301359873]\n",
      "[OK] Frame 6_139.png (class: 6) processed in 0.050475s. Angles: [164.23077958861862, 167.741237091401, 153.53392054744876, 156.6180862454002]\n",
      "[OK] Frame 6_140.png (class: 6) processed in 0.051667s. Angles: [164.52516983215608, 167.1461286647008, 154.30171406696104, 156.68425049627584]\n",
      "[OK] Frame 6_141.png (class: 6) processed in 0.0568s. Angles: [165.2345791433173, 165.6161436943915, 155.4242138519659, 156.07371885944028]\n",
      "[OK] Frame 6_142.png (class: 6) processed in 0.050781s. Angles: [164.8123410153102, 165.51928811239796, 156.19421456099528, 156.6082313024872]\n",
      "[OK] Frame 6_143.png (class: 6) processed in 0.052238s. Angles: [165.41650650186565, 164.87794069090427, 157.30798116781241, 156.85058303940434]\n",
      "[OK] Frame 6_144.png (class: 6) processed in 0.057442s. Angles: [165.24548083470597, 165.07306893955072, 158.02614971571185, 157.19704230032954]\n",
      "[OK] Frame 6_145.png (class: 6) processed in 0.052654s. Angles: [163.4305671695715, 164.28832882035584, 158.20439466869135, 157.28190120746717]\n",
      "[OK] Frame 6_146.png (class: 6) processed in 0.05159s. Angles: [162.3567046914397, 164.5531841021646, 158.7411305023814, 157.44377431374883]\n",
      "[OK] Frame 6_147.png (class: 6) processed in 0.054317s. Angles: [159.73695672367919, 163.46771283581612, 158.2533473802505, 157.57855821625714]\n",
      "[OK] Frame 6_148.png (class: 6) processed in 0.053361s. Angles: [158.71155532271501, 163.68037170565552, 158.3320592829171, 157.48866424586683]\n",
      "[OK] Frame 6_149.png (class: 6) processed in 0.054415s. Angles: [158.2821946846319, 163.86115362308215, 159.13906188441385, 157.78355611601577]\n",
      "[OK] Frame 6_150.png (class: 6) processed in 0.0521s. Angles: [158.18959683519333, 161.6756903731063, 160.17536698834905, 157.92792612906524]\n",
      "[OK] Frame 6_151.png (class: 6) processed in 0.05586s. Angles: [157.5688837826655, 160.8076709176397, 161.08565191035154, 158.18749424006086]\n",
      "[SKIP] Frame 6_152.png (class: 6) processed in 0.060774s. Angles: [157.38387173899753, 149.60260785348967, 161.902445054369, 158.25777764015396]\n",
      "[OK] Frame 6_153.png (class: 6) processed in 0.060096s. Angles: [157.44963024975675, 153.80444454157106, 162.72197729769366, 158.2753174247159]\n",
      "[OK] Frame 6_154.png (class: 6) processed in 0.052979s. Angles: [157.49112179234268, 149.02961374427562, 163.25909894658707, 158.2847869634874]\n",
      "[OK] Frame 6_155.png (class: 6) processed in 0.05268s. Angles: [157.54209936204236, 149.26418106853302, 163.59853008812027, 158.3017272229951]\n",
      "[OK] Frame 6_156.png (class: 6) processed in 0.052169s. Angles: [157.7735636656719, 151.87613870121285, 163.7271650196805, 158.71969260648646]\n",
      "[OK] Frame 6_157.png (class: 6) processed in 0.054408s. Angles: [158.23409993325447, 153.1330391005146, 163.75088665667434, 158.62736231464663]\n",
      "[OK] Frame 6_158.png (class: 6) processed in 0.051541s. Angles: [158.22972249277566, 154.59555988720902, 163.53697948560972, 158.97602985333253]\n",
      "[OK] Frame 6_159.png (class: 6) processed in 0.061141s. Angles: [156.99338783093617, 156.67215995758542, 162.5517049519864, 159.4203625811015]\n",
      "[OK] Frame 6_160.png (class: 6) processed in 0.056703s. Angles: [157.19019093419797, 158.60460689322443, 161.7466785045776, 159.53312429401197]\n",
      "[OK] Frame 6_161.png (class: 6) processed in 0.051754s. Angles: [158.97219434398056, 159.93257942854729, 161.04082259237046, 159.32837615391915]\n",
      "[OK] Frame 6_162.png (class: 6) processed in 0.054905s. Angles: [159.90516236523686, 160.97430324012245, 160.65519227148846, 159.01980178352167]\n",
      "[OK] Frame 6_163.png (class: 6) processed in 0.052132s. Angles: [161.38590577272686, 161.96894717896546, 160.0155760138077, 158.9827186973455]\n",
      "[OK] Frame 6_164.png (class: 6) processed in 0.052419s. Angles: [162.7850047865883, 162.44721366072798, 159.3048752731135, 158.76352025850184]\n",
      "[OK] Frame 6_165.png (class: 6) processed in 0.050912s. Angles: [164.0544490678681, 162.040374747542, 159.174989447055, 158.3051975381029]\n",
      "[OK] Frame 6_166.png (class: 6) processed in 0.051767s. Angles: [165.37893983304437, 162.29459139874618, 159.0922813485426, 158.20430201883033]\n",
      "[OK] Frame 6_167.png (class: 6) processed in 0.051859s. Angles: [165.8110304694979, 162.82926862422912, 158.58929340652764, 157.96166065315398]\n",
      "[OK] Frame 6_168.png (class: 6) processed in 0.055206s. Angles: [166.86920855673708, 163.1156605478639, 158.0524810585728, 157.40159292400128]\n",
      "[OK] Frame 6_169.png (class: 6) processed in 0.062337s. Angles: [166.50518657412422, 162.93966139784072, 157.3629643965698, 156.7432905218818]\n",
      "[OK] Frame 6_170.png (class: 6) processed in 0.053453s. Angles: [166.17929814255234, 163.4864750822252, 156.52181077421469, 156.31090144142092]\n",
      "[OK] Frame 6_171.png (class: 6) processed in 0.051346s. Angles: [167.03033811290797, 164.46558216174964, 155.9961093718681, 156.15764556910906]\n",
      "[SKIP] Frame 6_172.png (class: 6) processed in 0.051594s. Angles: [167.06985270143383, 137.14507205029042, 154.52566450490065, 154.32443250185892]\n",
      "[OK] Frame 6_173.png (class: 6) processed in 0.054662s. Angles: [168.0428416056162, 137.36197992069071, 154.07235267857587, 154.47527671864052]\n",
      "[SKIP] Frame 6_174.png (class: 6) processed in 0.051923s. Angles: [168.79432531563847, 153.2748201918607, 153.82415496991257, 154.3686706411866]\n",
      "[SKIP] Frame 6_175.png (class: 6) processed in 0.051284s. Angles: [168.6679896510252, 137.82614629248272, 153.21321386187668, 155.35270321189674]\n",
      "[OK] Frame 6_176.png (class: 6) processed in 0.059276s. Angles: [168.81796468983765, 141.84067036630702, 152.83771767054085, 155.14243377644894]\n",
      "[SKIP] Frame 6_177.png (class: 6) processed in 0.051726s. Angles: [168.9189217037947, 159.37639836674774, 152.32403472525513, 153.5746872735466]\n",
      "[SKIP] Frame 6_178.png (class: 6) processed in 0.050997s. Angles: [169.3027393013362, 139.003713258702, 151.46522859652706, 153.52992886188363]\n",
      "[OK] Frame 6_179.png (class: 6) processed in 0.05457s. Angles: [170.42681488904432, 139.9310954021699, 150.83010195299838, 152.862249179477]\n",
      "[SKIP] Frame 6_180.png (class: 6) processed in 0.052952s. Angles: [171.3770979432435, 163.60634583351248, 150.44305636315016, 152.089470387537]\n",
      "[OK] Frame 6_181.png (class: 6) processed in 0.054595s. Angles: [172.32891631458384, 167.40189738514698, 150.30918666408783, 151.7855050867311]\n",
      "[OK] Frame 6_182.png (class: 6) processed in 0.050716s. Angles: [173.4838513954916, 169.9449840686104, 150.6622930129143, 153.101373715159]\n",
      "[OK] Frame 6_183.png (class: 6) processed in 0.051307s. Angles: [174.3843312074844, 172.09528661317333, 150.63113821878514, 154.35550239468978]\n",
      "[OK] Frame 6_184.png (class: 6) processed in 0.055629s. Angles: [175.85296889818048, 173.74576272802162, 150.8057171616998, 155.4352807403359]\n",
      "[OK] Frame 6_185.png (class: 6) processed in 0.051635s. Angles: [175.768528918108, 175.2480293981134, 150.5354342313325, 155.7100331977616]\n",
      "[OK] Frame 6_186.png (class: 6) processed in 0.055539s. Angles: [175.83574319004026, 175.9899552296205, 150.18668674728616, 155.93487390843117]\n",
      "[OK] Frame 6_187.png (class: 6) processed in 0.052823s. Angles: [177.62984552534294, 177.28982397038573, 150.19447821386103, 156.0541984643318]\n",
      "[OK] Frame 6_188.png (class: 6) processed in 0.063617s. Angles: [177.98683435594293, 178.26136457284113, 149.89743419596473, 155.96785489824254]\n",
      "[OK] Frame 6_189.png (class: 6) processed in 0.051777s. Angles: [178.03476455568452, 178.90465718917017, 149.32752588672892, 155.82522046003805]\n",
      "[OK] Frame 6_190.png (class: 6) processed in 0.052405s. Angles: [177.8137444844226, 179.55043499609127, 148.94690046502174, 155.4299379866174]\n",
      "[OK] Frame 6_191.png (class: 6) processed in 0.052154s. Angles: [176.9144126675716, 179.17309290210855, 148.071909794176, 155.1637353965421]\n",
      "[OK] Frame 6_192.png (class: 6) processed in 0.055528s. Angles: [176.0455846813888, 178.47105082799638, 147.6298200940655, 154.84607687497441]\n",
      "[OK] Frame 6_193.png (class: 6) processed in 0.052987s. Angles: [176.05555342652818, 178.204225525669, 147.62962099685402, 154.4679068388808]\n",
      "[OK] Frame 6_194.png (class: 6) processed in 0.050818s. Angles: [175.74518083097837, 178.20854483787613, 147.61533748947363, 154.27787664283935]\n",
      "[OK] Frame 6_195.png (class: 6) processed in 0.066469s. Angles: [175.77474165295746, 178.2884219765637, 147.8374061126315, 154.21320828562594]\n",
      "[OK] Frame 6_196.png (class: 6) processed in 0.063806s. Angles: [175.7758761155365, 178.48472412391467, 148.1982768631803, 154.23470415170235]\n",
      "[OK] Frame 6_197.png (class: 6) processed in 0.05173s. Angles: [175.5291387317047, 178.1740487507511, 148.5117536790102, 154.53241657383126]\n",
      "[OK] Frame 6_198.png (class: 6) processed in 0.051665s. Angles: [175.56222752603117, 177.8567384301359, 149.11167258817298, 154.79058003408443]\n",
      "[OK] Frame 6_199.png (class: 6) processed in 0.051885s. Angles: [176.17918973179738, 177.32125594234927, 150.1593142023793, 155.32451273225155]\n",
      "[OK] Frame 7_0.png (class: 7) processed in 0.051334s. Angles: [176.92861834594208, 177.64850999063273, 88.10479601420931, 6.684503878961044]\n",
      "[SKIP] Frame 7_1.png (class: 7) processed in 0.053606s. Angles: [168.3733172384399, 111.6141790291524, 80.22075324760881, 64.04966374989456]\n",
      "[SKIP] Frame 7_2.png (class: 7) processed in 0.052253s. Angles: [163.41769109083046, 170.90487610608528, 76.61858089126875, 1.8401705390044747]\n",
      "[SKIP] Frame 7_3.png (class: 7) processed in 0.051872s. Angles: [163.7380959392831, 177.31129829018798, 76.0659284204, 5.745028882167025]\n",
      "[OK] Frame 7_4.png (class: 7) processed in 0.061335s. Angles: [162.92994238620955, 178.1375873977533, 75.81937100438604, 5.86445413348732]\n",
      "[OK] Frame 7_5.png (class: 7) processed in 0.053078s. Angles: [162.69778955080562, 178.00883752871366, 75.58948272012042, 5.533126319166584]\n",
      "[OK] Frame 7_6.png (class: 7) processed in 0.054952s. Angles: [163.40020875737068, 177.41737588289269, 75.56675481039039, 5.195725370918192]\n",
      "[OK] Frame 7_7.png (class: 7) processed in 0.051898s. Angles: [165.4344496645813, 177.80980418209555, 75.33394450796979, 5.328936007162136]\n",
      "[OK] Frame 7_8.png (class: 7) processed in 0.052659s. Angles: [165.02746655564675, 177.92841524214404, 74.4705265633732, 5.489833688407305]\n",
      "[OK] Frame 7_9.png (class: 7) processed in 0.051317s. Angles: [164.81504344006962, 177.49452102224393, 73.92507600519262, 5.269967567424566]\n",
      "[OK] Frame 7_10.png (class: 7) processed in 0.050729s. Angles: [164.63765362121802, 177.63075868460555, 73.01907863908329, 5.370522117123646]\n",
      "[OK] Frame 7_11.png (class: 7) processed in 0.05135s. Angles: [165.08596169106556, 177.69579234546526, 72.44009720212503, 5.437311420852473]\n",
      "[OK] Frame 7_12.png (class: 7) processed in 0.052764s. Angles: [164.7731667516823, 177.92629353882236, 71.48805318436199, 5.569465260149884]\n",
      "[OK] Frame 7_13.png (class: 7) processed in 0.052683s. Angles: [164.96770636146698, 178.12801136896044, 71.23426815237315, 5.69839275241859]\n",
      "[OK] Frame 7_14.png (class: 7) processed in 0.050941s. Angles: [164.40929698315136, 178.20603134370634, 70.46515521330694, 5.733325527221959]\n",
      "[OK] Frame 7_15.png (class: 7) processed in 0.051772s. Angles: [163.94294193615022, 178.25184714015907, 70.22440804012673, 5.746523120720077]\n",
      "[OK] Frame 7_16.png (class: 7) processed in 0.053101s. Angles: [163.42975016926636, 178.2842688247785, 70.0167217706783, 5.8073046054171895]\n",
      "[OK] Frame 7_17.png (class: 7) processed in 0.054633s. Angles: [163.84147042941814, 178.2397771106989, 69.9343268463574, 5.808433579959754]\n",
      "[OK] Frame 7_18.png (class: 7) processed in 0.051345s. Angles: [164.6906190638534, 178.2160662818011, 69.89904511479514, 5.839714818574204]\n",
      "[OK] Frame 7_19.png (class: 7) processed in 0.051773s. Angles: [165.5836787158497, 178.15108753110178, 70.0027290801059, 5.803908827716957]\n",
      "[OK] Frame 7_20.png (class: 7) processed in 0.052231s. Angles: [166.58043723135842, 178.16465812053428, 70.36168950116121, 5.812911179850307]\n",
      "[OK] Frame 7_21.png (class: 7) processed in 0.053324s. Angles: [167.1888151321487, 178.15785176733985, 70.25512800721677, 5.797381581071956]\n",
      "[OK] Frame 7_22.png (class: 7) processed in 0.055739s. Angles: [167.50672671044234, 178.14336476449913, 70.10978329260088, 5.776644308933867]\n",
      "[OK] Frame 7_23.png (class: 7) processed in 0.051873s. Angles: [167.50214809403477, 178.1113519543793, 69.92771891816683, 5.753762519432147]\n",
      "[OK] Frame 7_24.png (class: 7) processed in 0.056664s. Angles: [167.628672904533, 178.2265835564654, 69.81615486483093, 5.803195697705825]\n",
      "[OK] Frame 7_25.png (class: 7) processed in 0.060943s. Angles: [167.63994496691214, 178.27923362440924, 69.76973455761645, 5.824004680372659]\n",
      "[OK] Frame 7_26.png (class: 7) processed in 0.052251s. Angles: [167.63869325623335, 178.20496121321176, 69.74629271411526, 5.800252763759512]\n",
      "[OK] Frame 7_27.png (class: 7) processed in 0.050872s. Angles: [167.53004824907376, 178.14214483808428, 69.7847293344424, 5.828419852972963]\n",
      "[OK] Frame 7_28.png (class: 7) processed in 0.052639s. Angles: [167.54627266662663, 178.30829955303506, 69.73532373371758, 5.907460233579177]\n",
      "[OK] Frame 7_29.png (class: 7) processed in 0.052263s. Angles: [167.38614832234478, 178.3503960820483, 69.74700289894832, 5.929786732852815]\n",
      "[OK] Frame 7_30.png (class: 7) processed in 0.052235s. Angles: [167.03714501065375, 178.4160882989086, 69.74297086487154, 5.981679993031171]\n",
      "[OK] Frame 7_31.png (class: 7) processed in 0.054803s. Angles: [166.39178793856433, 178.63507150086085, 69.80054796539372, 6.066611981360131]\n",
      "[OK] Frame 7_32.png (class: 7) processed in 0.060772s. Angles: [165.78685810854353, 178.68877572245907, 69.93624262232129, 6.046036167692295]\n",
      "[OK] Frame 7_33.png (class: 7) processed in 0.060919s. Angles: [165.5311857490681, 178.46183990171514, 70.40577488872557, 5.912163192324589]\n",
      "[OK] Frame 7_34.png (class: 7) processed in 0.054237s. Angles: [164.95987693124025, 178.47397532804942, 70.56737694493923, 5.898627694536969]\n",
      "[OK] Frame 7_35.png (class: 7) processed in 0.051332s. Angles: [164.23170560475668, 178.73602361236286, 70.8127279722734, 5.993482204893101]\n",
      "[OK] Frame 7_36.png (class: 7) processed in 0.053005s. Angles: [163.8082091396036, 179.07556648785695, 71.03696111924287, 6.155949605498081]\n",
      "[OK] Frame 7_37.png (class: 7) processed in 0.054267s. Angles: [163.2905828452, 179.29977974630236, 71.23868056015304, 6.226629726732986]\n",
      "[OK] Frame 7_38.png (class: 7) processed in 0.050635s. Angles: [162.99935055739687, 179.3965155916223, 71.34769927012786, 6.257133063313847]\n",
      "[OK] Frame 7_39.png (class: 7) processed in 0.052747s. Angles: [162.86561255106292, 179.21555772182526, 71.51768572939775, 6.153263855334648]\n",
      "[OK] Frame 7_40.png (class: 7) processed in 0.055581s. Angles: [162.29020705367955, 179.15635446824203, 71.53568888720493, 6.115758928061493]\n",
      "[OK] Frame 7_41.png (class: 7) processed in 0.053783s. Angles: [162.4221299353328, 178.9121752132986, 71.9137164562123, 5.9531412920630356]\n",
      "[OK] Frame 7_42.png (class: 7) processed in 0.051444s. Angles: [162.63686734078485, 179.10060663351646, 72.21117955532117, 5.964609179555397]\n",
      "[OK] Frame 7_43.png (class: 7) processed in 0.051654s. Angles: [163.1993716242206, 179.06288073274027, 72.91311534096276, 5.932791200925969]\n",
      "[OK] Frame 7_44.png (class: 7) processed in 0.052774s. Angles: [163.5079173403801, 178.60062782727198, 73.2681139918953, 5.672717474119867]\n",
      "[OK] Frame 7_45.png (class: 7) processed in 0.055062s. Angles: [163.88232097386825, 178.17101068643436, 73.50087802831933, 5.448045998180733]\n",
      "[OK] Frame 7_46.png (class: 7) processed in 0.051457s. Angles: [163.8827507568014, 177.6500671396102, 73.54239477685613, 5.312888105890462]\n",
      "[OK] Frame 7_47.png (class: 7) processed in 0.050534s. Angles: [163.6840424113047, 177.35047502680908, 73.58783264639217, 5.298597946744361]\n",
      "[OK] Frame 7_48.png (class: 7) processed in 0.054712s. Angles: [163.76927658580092, 177.01072712283764, 73.80896622072993, 5.245830398727365]\n",
      "[OK] Frame 7_49.png (class: 7) processed in 0.051565s. Angles: [165.30866919309778, 177.06336630193073, 74.57345884889112, 5.369230867727685]\n",
      "[OK] Frame 7_50.png (class: 7) processed in 0.053014s. Angles: [166.44949480971954, 176.91067239452494, 75.35346591307757, 5.470206002086097]\n",
      "[OK] Frame 7_51.png (class: 7) processed in 0.050976s. Angles: [166.59922263937858, 176.81908105707433, 75.59782283253469, 5.50443111113376]\n",
      "[OK] Frame 7_52.png (class: 7) processed in 0.064139s. Angles: [166.7940382027587, 176.75374141679282, 75.77753302918867, 5.5715284336347874]\n",
      "[OK] Frame 7_53.png (class: 7) processed in 0.050627s. Angles: [166.54167235972287, 177.0181281973192, 75.92453186756482, 5.771142372773737]\n",
      "[OK] Frame 7_54.png (class: 7) processed in 0.054845s. Angles: [166.56166479850268, 176.94439323034024, 76.22068873903409, 5.85106030555343]\n",
      "[OK] Frame 7_55.png (class: 7) processed in 0.051297s. Angles: [166.45423108516857, 176.7264001931981, 76.39262771527471, 5.7913563986548455]\n",
      "[OK] Frame 7_56.png (class: 7) processed in 0.051708s. Angles: [166.1783710261203, 176.82027818257478, 76.59036271618002, 5.902258739354149]\n",
      "[OK] Frame 7_57.png (class: 7) processed in 0.051707s. Angles: [166.17279671358656, 177.01177742274737, 76.81407510314061, 6.060999973673246]\n",
      "[OK] Frame 7_58.png (class: 7) processed in 0.052743s. Angles: [165.82677814834193, 177.41871677050295, 76.98953647117617, 6.308338961714638]\n",
      "[OK] Frame 7_59.png (class: 7) processed in 0.051335s. Angles: [165.7162005445885, 177.3648145178364, 77.10859365389156, 6.280525038583742]\n",
      "[OK] Frame 7_60.png (class: 7) processed in 0.05549s. Angles: [165.42210822261916, 177.478762600964, 77.28463773333056, 6.317568396313052]\n",
      "[OK] Frame 7_61.png (class: 7) processed in 0.051688s. Angles: [165.17002373881783, 177.36236104383053, 77.67888393171165, 6.215995477843042]\n",
      "[OK] Frame 7_62.png (class: 7) processed in 0.050615s. Angles: [165.95986731168426, 177.28368115684776, 78.2908471261185, 6.151760705572065]\n",
      "[OK] Frame 7_63.png (class: 7) processed in 0.060032s. Angles: [166.08449510903102, 177.24064267797806, 78.63621231664392, 6.119065787163777]\n",
      "[OK] Frame 7_64.png (class: 7) processed in 0.052696s. Angles: [166.58218612651683, 177.26005946020598, 79.40711975591923, 6.120527110043892]\n",
      "[OK] Frame 7_65.png (class: 7) processed in 0.051428s. Angles: [167.08955942928065, 177.2723143101304, 79.98205544853792, 6.1110122555729705]\n",
      "[OK] Frame 7_66.png (class: 7) processed in 0.055594s. Angles: [167.57533309833917, 177.32297447914183, 80.42885702076495, 6.131127868034954]\n",
      "[OK] Frame 7_67.png (class: 7) processed in 0.051232s. Angles: [167.8388123251534, 177.35926354085612, 80.68090395898905, 6.14866950759636]\n",
      "[OK] Frame 7_68.png (class: 7) processed in 0.052309s. Angles: [168.31673645822394, 177.39524763452386, 81.01970770091184, 6.161380695208208]\n",
      "[OK] Frame 7_69.png (class: 7) processed in 0.051544s. Angles: [168.74775907807472, 177.36062368966617, 81.29961305306652, 6.137883254352952]\n",
      "[OK] Frame 7_70.png (class: 7) processed in 0.0513s. Angles: [168.96506856512886, 177.4687908592327, 81.56571257103217, 6.177704264669144]\n",
      "[OK] Frame 7_71.png (class: 7) processed in 0.051869s. Angles: [169.26901792400383, 177.47971082271846, 81.96492239953939, 6.183297876717655]\n",
      "[OK] Frame 7_72.png (class: 7) processed in 0.056507s. Angles: [169.64195399953488, 177.42519334464214, 82.44341776131458, 6.173590251647623]\n",
      "[OK] Frame 7_73.png (class: 7) processed in 0.0516s. Angles: [169.99368275539268, 177.42188524383042, 82.9344136088838, 6.173848145078217]\n",
      "[OK] Frame 7_74.png (class: 7) processed in 0.05268s. Angles: [170.33521056221883, 177.4165392395234, 83.38301682896886, 6.163757747194967]\n",
      "[OK] Frame 7_75.png (class: 7) processed in 0.052336s. Angles: [170.2917945495922, 177.40162219543703, 83.42129378098335, 6.14380959919225]\n",
      "[OK] Frame 7_76.png (class: 7) processed in 0.057723s. Angles: [169.30720614998322, 177.25234613725144, 83.42001119200064, 5.959170582773174]\n",
      "[OK] Frame 7_77.png (class: 7) processed in 0.061236s. Angles: [169.27165617882724, 177.26299079728662, 83.81897387523027, 5.916562913710765]\n",
      "[OK] Frame 7_78.png (class: 7) processed in 0.057587s. Angles: [168.3893171653848, 177.46166085267828, 84.0270240909356, 5.982198479038905]\n",
      "[OK] Frame 7_79.png (class: 7) processed in 0.052051s. Angles: [168.00801717207239, 177.53226943145074, 84.32250373405624, 5.953247158927224]\n",
      "[OK] Frame 7_80.png (class: 7) processed in 0.053861s. Angles: [167.37301686357472, 177.71466089945682, 84.5424397393325, 6.032620199343802]\n",
      "[OK] Frame 7_81.png (class: 7) processed in 0.051226s. Angles: [166.9164734509263, 177.62264295635936, 84.6968642144733, 6.043344393194898]\n",
      "[OK] Frame 7_82.png (class: 7) processed in 0.052228s. Angles: [167.3629204394366, 177.56034213253093, 85.41391762342593, 5.942915315350347]\n",
      "[OK] Frame 7_83.png (class: 7) processed in 0.051064s. Angles: [169.07999220573936, 177.35179297279734, 86.6312517669969, 5.840769350084421]\n",
      "[OK] Frame 7_84.png (class: 7) processed in 0.053309s. Angles: [169.6435504722058, 177.1659707823548, 87.05902115285605, 5.678567684754719]\n",
      "[OK] Frame 7_85.png (class: 7) processed in 0.05446s. Angles: [169.99639504939557, 176.8698284119563, 87.42547157999127, 5.523273666642792]\n",
      "[OK] Frame 7_86.png (class: 7) processed in 0.05195s. Angles: [170.73706368835118, 176.58543802753726, 87.85556777331243, 5.5076386542349605]\n",
      "[OK] Frame 7_87.png (class: 7) processed in 0.05174s. Angles: [170.55193000241914, 176.36894245293016, 88.01248304520831, 5.486353395523794]\n",
      "[OK] Frame 7_88.png (class: 7) processed in 0.061643s. Angles: [170.9803317763681, 176.04886218822685, 88.62324037091659, 5.355231373519628]\n",
      "[OK] Frame 7_89.png (class: 7) processed in 0.052026s. Angles: [171.7500321155577, 175.94502323933477, 89.2974740103862, 5.256441447378395]\n",
      "[OK] Frame 7_90.png (class: 7) processed in 0.051369s. Angles: [171.0877136164462, 175.90957050316976, 89.41405327605479, 5.193850972276295]\n",
      "[OK] Frame 7_91.png (class: 7) processed in 0.05152s. Angles: [170.11076531500652, 175.56804852039204, 89.38499917555937, 5.055512200748354]\n",
      "[OK] Frame 7_92.png (class: 7) processed in 0.052178s. Angles: [169.50256570834318, 175.51230421088664, 89.293397386241, 5.003469513879469]\n",
      "[OK] Frame 7_93.png (class: 7) processed in 0.051554s. Angles: [169.24424202703315, 175.58159039167836, 89.23111619916047, 5.049977645205458]\n",
      "[OK] Frame 7_94.png (class: 7) processed in 0.051659s. Angles: [168.8473529765065, 175.70007973198344, 89.18592687509026, 5.075781204943726]\n",
      "[OK] Frame 7_95.png (class: 7) processed in 0.052804s. Angles: [168.49636128766392, 175.82619521583948, 89.08543099138353, 5.10541391608818]\n",
      "[OK] Frame 7_96.png (class: 7) processed in 0.052659s. Angles: [168.55237661380258, 176.15763583100048, 89.11612582188033, 5.281479540012036]\n",
      "[OK] Frame 7_97.png (class: 7) processed in 0.05253s. Angles: [168.77826983051412, 176.50421438548162, 89.22930892921269, 5.447347618256566]\n",
      "[OK] Frame 7_98.png (class: 7) processed in 0.050606s. Angles: [169.34350847494585, 176.90735293356107, 89.43271763972017, 5.6383030446144735]\n",
      "[OK] Frame 7_99.png (class: 7) processed in 0.051348s. Angles: [169.47585349559313, 176.86905412955036, 89.4510469717996, 5.615443398086229]\n",
      "[OK] Frame 7_100.png (class: 7) processed in 0.051524s. Angles: [169.52614099950185, 176.8580273348652, 89.59556574790949, 5.602727251506123]\n",
      "[OK] Frame 7_101.png (class: 7) processed in 0.052668s. Angles: [169.39985793228908, 176.87313369846643, 89.73640296755698, 5.590760010397673]\n",
      "[OK] Frame 7_102.png (class: 7) processed in 0.05184s. Angles: [170.184124586095, 176.86836854736808, 89.99153836316339, 5.59758373218364]\n",
      "[OK] Frame 7_103.png (class: 7) processed in 0.051583s. Angles: [170.43264850960435, 176.89949067886545, 89.71247953968157, 5.572612759914375]\n",
      "[OK] Frame 7_104.png (class: 7) processed in 0.052365s. Angles: [170.21359268588412, 177.01482162662077, 89.16641937450854, 5.65571708004976]\n",
      "[OK] Frame 7_105.png (class: 7) processed in 0.052105s. Angles: [170.69225158640253, 177.20271156890692, 88.59508182005996, 5.79240389673817]\n",
      "[OK] Frame 7_106.png (class: 7) processed in 0.052698s. Angles: [172.39420186128123, 177.26401040701865, 87.95878688447617, 5.788361763101197]\n",
      "[OK] Frame 7_107.png (class: 7) processed in 0.052101s. Angles: [174.30705828023684, 177.25219861705165, 87.3321476728995, 5.778148196084481]\n",
      "[OK] Frame 7_108.png (class: 7) processed in 0.051833s. Angles: [174.53864312443383, 177.29098088913486, 86.5033858715145, 5.791507927490444]\n",
      "[OK] Frame 7_109.png (class: 7) processed in 0.056968s. Angles: [173.79560541027902, 177.459218034112, 85.15413599030022, 5.852693903569308]\n",
      "[OK] Frame 7_110.png (class: 7) processed in 0.051451s. Angles: [170.07267386418962, 177.72844547455065, 82.11270847631609, 5.969158804649165]\n",
      "[OK] Frame 7_111.png (class: 7) processed in 0.053277s. Angles: [167.63904204925046, 177.8786274352257, 79.73815663693237, 5.986878044970216]\n",
      "[OK] Frame 7_112.png (class: 7) processed in 0.054403s. Angles: [165.72353791294535, 178.06485254833913, 78.28422005994591, 6.0706927640862105]\n",
      "[OK] Frame 7_113.png (class: 7) processed in 0.053145s. Angles: [164.30388716950685, 178.3226087982302, 77.10849336016084, 6.171944599298552]\n",
      "[OK] Frame 7_114.png (class: 7) processed in 0.052104s. Angles: [163.2064710353981, 178.60560054259489, 76.45268212024807, 6.339441699294405]\n",
      "[OK] Frame 7_115.png (class: 7) processed in 0.056658s. Angles: [164.54984470895945, 178.4986029644973, 75.89530097820528, 6.306527260333593]\n",
      "[OK] Frame 7_116.png (class: 7) processed in 0.111203s. Angles: [164.4866776581786, 178.5584363875896, 75.24465527721539, 6.431525131239889]\n",
      "[OK] Frame 7_117.png (class: 7) processed in 0.054843s. Angles: [165.11459356201573, 178.35684814299236, 75.12619033441106, 6.4926406554333935]\n",
      "[OK] Frame 7_118.png (class: 7) processed in 0.051483s. Angles: [165.09368658934204, 178.3509359637929, 74.91190356013627, 6.62016684353793]\n",
      "[OK] Frame 7_119.png (class: 7) processed in 0.052547s. Angles: [165.3798892980593, 178.3616605780202, 74.95968067170469, 6.82490632510767]\n",
      "[OK] Frame 7_120.png (class: 7) processed in 0.053185s. Angles: [165.1877740479022, 178.56690016793203, 74.78743449166282, 7.1715826967959595]\n",
      "[OK] Frame 7_121.png (class: 7) processed in 0.052085s. Angles: [164.65033667262037, 178.46342218448254, 74.54668920132798, 7.341103941192298]\n",
      "[OK] Frame 7_122.png (class: 7) processed in 0.051303s. Angles: [164.5439385252072, 178.21863858015178, 74.62966711978709, 7.3417235101752105]\n",
      "[OK] Frame 7_123.png (class: 7) processed in 0.050775s. Angles: [164.9032848699237, 178.10168751181988, 74.90362446002152, 7.432808306657755]\n",
      "[OK] Frame 7_124.png (class: 7) processed in 0.059822s. Angles: [165.12915116120374, 178.70360225533216, 75.11385807107312, 7.762172490011287]\n",
      "[OK] Frame 7_125.png (class: 7) processed in 0.062601s. Angles: [165.91779933803653, 178.93246451736064, 75.57995129960011, 7.951295581147971]\n",
      "[OK] Frame 7_126.png (class: 7) processed in 0.051607s. Angles: [166.18553449909624, 178.77387471466304, 75.68242289427683, 8.007492306489771]\n",
      "[OK] Frame 7_127.png (class: 7) processed in 0.052152s. Angles: [166.47015101496882, 178.4957968265378, 75.78085963932342, 8.036002049923868]\n",
      "[OK] Frame 7_128.png (class: 7) processed in 0.052846s. Angles: [166.37682844215786, 178.53941470458383, 75.72229396701425, 8.1303786744761]\n",
      "[OK] Frame 7_129.png (class: 7) processed in 0.050374s. Angles: [166.39804474409763, 178.50171328578503, 75.7254179615027, 8.137423646460975]\n",
      "[OK] Frame 7_130.png (class: 7) processed in 0.051761s. Angles: [166.80472014440198, 178.35071832189374, 76.12291283600925, 8.13680105556614]\n",
      "[OK] Frame 7_131.png (class: 7) processed in 0.05125s. Angles: [167.25251887214267, 177.92977198065913, 76.66729672615948, 8.0637531028014]\n",
      "[OK] Frame 7_132.png (class: 7) processed in 0.061807s. Angles: [167.63351953830355, 177.714439443348, 77.10359435876002, 8.067855686554102]\n",
      "[OK] Frame 7_133.png (class: 7) processed in 0.053726s. Angles: [167.644865581346, 177.6024931381897, 77.15295881864306, 8.19748646957368]\n",
      "[OK] Frame 7_134.png (class: 7) processed in 0.051911s. Angles: [167.34731915815772, 177.72959336115372, 77.04479145338233, 8.426063614449777]\n",
      "[OK] Frame 7_135.png (class: 7) processed in 0.051653s. Angles: [166.65133314753038, 177.84866285921356, 76.8510411340948, 8.559928607929866]\n",
      "[OK] Frame 7_136.png (class: 7) processed in 0.058113s. Angles: [165.91731640202067, 177.64827390290802, 76.81485561917802, 8.443209086445368]\n",
      "[OK] Frame 7_137.png (class: 7) processed in 0.058643s. Angles: [165.44995107316495, 177.52879738029552, 76.93409784403939, 8.340565147239513]\n",
      "[OK] Frame 7_138.png (class: 7) processed in 0.051628s. Angles: [165.07738184453245, 177.46264091579565, 77.08750449272108, 8.24910213983829]\n",
      "[OK] Frame 7_139.png (class: 7) processed in 0.051447s. Angles: [164.22101080819715, 177.55442713587422, 77.01484058811705, 8.261595211871375]\n",
      "[OK] Frame 7_140.png (class: 7) processed in 0.056877s. Angles: [163.56740266106425, 177.39214896255942, 77.08614403394752, 8.224055213254479]\n",
      "[OK] Frame 7_141.png (class: 7) processed in 0.051687s. Angles: [163.1708263148223, 177.2853703639629, 77.32951848677442, 8.28209712474372]\n",
      "[OK] Frame 7_142.png (class: 7) processed in 0.052607s. Angles: [163.18729794330164, 177.20091486627587, 77.8949148423234, 8.351917231253333]\n",
      "[OK] Frame 7_143.png (class: 7) processed in 0.052815s. Angles: [162.89081208131648, 177.5967788238162, 78.0936760052061, 8.541960299876378]\n",
      "[OK] Frame 7_144.png (class: 7) processed in 0.054006s. Angles: [162.70731624385976, 177.94896250191354, 78.26310778625493, 8.651635577954284]\n",
      "[OK] Frame 7_145.png (class: 7) processed in 0.059964s. Angles: [162.61479274984828, 177.9944370162707, 78.51109879934627, 8.743027836529803]\n",
      "[OK] Frame 7_146.png (class: 7) processed in 0.053101s. Angles: [162.73340598713548, 178.01704785183907, 78.8011479975287, 8.841596025914384]\n",
      "[OK] Frame 7_147.png (class: 7) processed in 0.052288s. Angles: [162.9177222070374, 178.07452424255496, 79.01102654787294, 8.936179065148206]\n",
      "[OK] Frame 7_148.png (class: 7) processed in 0.052561s. Angles: [163.56436726757948, 178.11058218854674, 79.39098939599037, 8.913470641986324]\n",
      "[OK] Frame 7_149.png (class: 7) processed in 0.051738s. Angles: [164.4918918865192, 177.9289727039458, 80.37752637364318, 9.033623889094022]\n",
      "[OK] Frame 7_150.png (class: 7) processed in 0.051302s. Angles: [165.78497593627415, 177.8328699345634, 81.25476109348013, 9.14332640762621]\n",
      "[OK] Frame 7_151.png (class: 7) processed in 0.050774s. Angles: [166.19460799520533, 177.9933676145851, 81.20647772819756, 9.204735958826605]\n",
      "[OK] Frame 7_152.png (class: 7) processed in 0.051664s. Angles: [166.60573355013875, 178.28613968811135, 81.2733940796803, 9.271314335474873]\n",
      "[OK] Frame 7_153.png (class: 7) processed in 0.052286s. Angles: [166.6882523643276, 178.51657237437604, 81.35642503117352, 9.339375303841907]\n",
      "[OK] Frame 7_154.png (class: 7) processed in 0.053858s. Angles: [166.1081272105755, 178.7162560972604, 81.2673091526757, 9.40859790832447]\n",
      "[OK] Frame 7_155.png (class: 7) processed in 0.052336s. Angles: [165.6389897933162, 178.72870993876282, 81.0153808038782, 9.359228060350903]\n",
      "[OK] Frame 7_156.png (class: 7) processed in 0.054247s. Angles: [165.06428044409193, 178.7985627450413, 80.68017123929707, 9.305876012272803]\n",
      "[OK] Frame 7_157.png (class: 7) processed in 0.054742s. Angles: [164.84510418758867, 178.83553957363614, 80.57060570247903, 9.268096582208354]\n",
      "[OK] Frame 7_158.png (class: 7) processed in 0.05228s. Angles: [164.62565730504312, 179.14083438773667, 80.39815466600736, 9.271470374070743]\n",
      "[OK] Frame 7_159.png (class: 7) processed in 0.051618s. Angles: [163.59496323227913, 179.75547885333762, 79.64795961661571, 9.246968173703502]\n",
      "[OK] Frame 7_160.png (class: 7) processed in 0.061824s. Angles: [162.49228642955558, 179.5881795685903, 78.28224537399389, 9.27348302359593]\n",
      "[OK] Frame 7_161.png (class: 7) processed in 0.051686s. Angles: [161.5282735093183, 179.2596160628134, 76.54407737981202, 9.149683812501525]\n",
      "[OK] Frame 7_162.png (class: 7) processed in 0.05481s. Angles: [161.80784178225008, 179.10844998522552, 75.1619955370748, 9.034411199816368]\n",
      "[OK] Frame 7_163.png (class: 7) processed in 0.051806s. Angles: [162.62549298227805, 179.01792999833768, 73.7959390538548, 8.803161120999741]\n",
      "[OK] Frame 7_164.png (class: 7) processed in 0.053636s. Angles: [162.95488690564963, 178.70363179945844, 72.25144067922137, 8.806952097066736]\n",
      "[OK] Frame 7_165.png (class: 7) processed in 0.050768s. Angles: [163.17191857732038, 178.67891960258873, 71.27354478745175, 8.574084098645136]\n",
      "[OK] Frame 7_166.png (class: 7) processed in 0.051239s. Angles: [163.0454404937174, 178.52340490296254, 70.49825614795107, 8.507585871072912]\n",
      "[OK] Frame 7_167.png (class: 7) processed in 0.050473s. Angles: [163.48956432059856, 178.57006672313915, 69.90461241635242, 8.29422353508528]\n",
      "[OK] Frame 7_168.png (class: 7) processed in 0.053817s. Angles: [163.46051768158782, 178.84304955586646, 69.27683475642291, 7.984190660502764]\n",
      "[OK] Frame 7_169.png (class: 7) processed in 0.052622s. Angles: [163.57340232992394, 178.8747268041316, 68.5296506233039, 7.82046386813373]\n",
      "[OK] Frame 7_170.png (class: 7) processed in 0.051466s. Angles: [162.72338075975415, 179.03274255990817, 67.62048572149885, 7.651031624660404]\n",
      "[OK] Frame 7_171.png (class: 7) processed in 0.051967s. Angles: [162.57276266011283, 179.11069250770976, 67.05895889923089, 7.559355721336303]\n",
      "[OK] Frame 7_172.png (class: 7) processed in 0.060333s. Angles: [161.89025945305406, 179.4344947114199, 66.33425899486984, 7.374572718488712]\n",
      "[OK] Frame 7_173.png (class: 7) processed in 0.06009s. Angles: [160.99499601111773, 179.80187158072718, 65.89699776406066, 7.153738617318502]\n",
      "[OK] Frame 7_174.png (class: 7) processed in 0.053818s. Angles: [159.61003785806156, 179.7524647216522, 65.40883407567175, 6.836632648869027]\n",
      "[OK] Frame 7_175.png (class: 7) processed in 0.051115s. Angles: [158.3180674431694, 179.66138729851835, 64.92925978265525, 6.807955718124283]\n",
      "[OK] Frame 7_176.png (class: 7) processed in 0.064203s. Angles: [157.11094814116692, 179.64317550471637, 64.67467925036354, 6.75212424305859]\n",
      "[OK] Frame 7_177.png (class: 7) processed in 0.050654s. Angles: [156.48244904159282, 179.58920625836348, 64.53067389097569, 6.794320191720207]\n",
      "[OK] Frame 7_178.png (class: 7) processed in 0.052204s. Angles: [155.84737317407007, 179.39075129789188, 64.30276605324178, 6.714563908047982]\n",
      "[OK] Frame 7_179.png (class: 7) processed in 0.052457s. Angles: [155.16549001891596, 179.19104770283406, 64.01480170267213, 6.613170831445254]\n",
      "[OK] Frame 7_180.png (class: 7) processed in 0.056193s. Angles: [155.88896985516686, 178.9927735424389, 64.11640904554402, 6.445064864867631]\n",
      "[OK] Frame 7_181.png (class: 7) processed in 0.051626s. Angles: [156.70796741525737, 178.60265637032978, 64.511134671063, 6.171790472863289]\n",
      "[OK] Frame 7_182.png (class: 7) processed in 0.051588s. Angles: [157.61422700265499, 178.54351632167723, 64.73702759498889, 6.107333191356395]\n",
      "[OK] Frame 7_183.png (class: 7) processed in 0.052151s. Angles: [159.7507146240051, 178.6119233195207, 64.6499006494204, 6.12996096135788]\n",
      "[OK] Frame 7_184.png (class: 7) processed in 0.053767s. Angles: [164.15565858382607, 178.54945624014485, 64.98883549094995, 6.082741721306114]\n",
      "[OK] Frame 7_185.png (class: 7) processed in 0.052159s. Angles: [167.8042297847799, 178.67759841681135, 64.72516193180559, 6.149485406641182]\n",
      "[OK] Frame 7_186.png (class: 7) processed in 0.051198s. Angles: [169.17949081159156, 178.8754527857959, 64.05822038324868, 6.2843598945399055]\n",
      "[OK] Frame 7_187.png (class: 7) processed in 0.050809s. Angles: [170.68097236688078, 178.90368860332774, 63.78483379411596, 6.22275429378437]\n",
      "[OK] Frame 7_188.png (class: 7) processed in 0.054087s. Angles: [171.9682138269308, 178.93682741350085, 63.15248406531935, 6.230141320541323]\n",
      "[OK] Frame 7_189.png (class: 7) processed in 0.055801s. Angles: [171.90467523324187, 179.22645207221092, 61.83622409216022, 6.277781624592332]\n",
      "[OK] Frame 7_190.png (class: 7) processed in 0.052506s. Angles: [171.16216041504902, 179.2142170218723, 60.07007287676041, 6.219072716578235]\n",
      "[OK] Frame 7_191.png (class: 7) processed in 0.053029s. Angles: [168.44959089924166, 179.32306445742273, 57.927257575624715, 6.3454326849135505]\n",
      "[OK] Frame 7_192.png (class: 7) processed in 0.052725s. Angles: [168.0148851724528, 179.19271971006242, 57.17135865967003, 6.358490030110854]\n",
      "[OK] Frame 7_193.png (class: 7) processed in 0.053114s. Angles: [167.5965895833455, 178.92009500207993, 56.61998802405109, 6.223893525309404]\n",
      "[OK] Frame 7_194.png (class: 7) processed in 0.055526s. Angles: [166.09409753879038, 178.8709820155154, 55.80135035392292, 6.122123414054041]\n",
      "[OK] Frame 7_195.png (class: 7) processed in 0.052839s. Angles: [165.53257316437734, 178.8077609579289, 55.38739682478418, 6.106939843998818]\n",
      "[OK] Frame 7_196.png (class: 7) processed in 0.053249s. Angles: [164.40482261666668, 178.86492073177868, 55.053441105214915, 6.086481872975149]\n",
      "[OK] Frame 7_197.png (class: 7) processed in 0.055207s. Angles: [164.72110453007573, 178.78352122403751, 55.5138548495289, 6.000804222223498]\n",
      "[OK] Frame 7_198.png (class: 7) processed in 0.053284s. Angles: [164.3403551920162, 178.75063365483675, 55.511184783146284, 5.8610451510414645]\n",
      "[OK] Frame 7_199.png (class: 7) processed in 0.051179s. Angles: [164.10488493840617, 178.799671979362, 55.74951139790566, 5.810481944305627]\n",
      "[OK] Frame 8_0.png (class: 8) processed in 0.051646s. Angles: [178.90259566385373, 156.39381713088176, 13.037316585783588, 52.2627346047549]\n",
      "[SKIP] Frame 8_1.png (class: 8) processed in 0.051711s. Angles: [179.46419075163817, 160.96996861975964, 10.172264912179994, 57.9394535190637]\n",
      "[OK] Frame 8_2.png (class: 8) processed in 0.052402s. Angles: [179.43147810402004, 156.7514766065434, 9.618628494538783, 55.95287630464951]\n",
      "[OK] Frame 8_3.png (class: 8) processed in 0.050866s. Angles: [179.9041284473153, 159.50170618592654, 9.51043081971604, 55.785995903448026]\n",
      "[OK] Frame 8_4.png (class: 8) processed in 0.052214s. Angles: [179.84695229837027, 160.78327255515165, 9.4107659079814, 55.237864775236325]\n",
      "[OK] Frame 8_5.png (class: 8) processed in 0.052479s. Angles: [179.9846498125518, 163.075019677001, 9.349908257668764, 55.22505993271776]\n",
      "[OK] Frame 8_6.png (class: 8) processed in 0.050707s. Angles: [179.89516377024017, 163.9002321158191, 9.331873636127662, 54.376325808603134]\n",
      "[OK] Frame 8_7.png (class: 8) processed in 0.052222s. Angles: [179.97656396112993, 163.34318493427887, 9.305684864991784, 53.797823344624796]\n",
      "[OK] Frame 8_8.png (class: 8) processed in 0.05169s. Angles: [179.98356346896512, 162.32524802206177, 9.32864995766932, 53.044569933424754]\n",
      "[OK] Frame 8_9.png (class: 8) processed in 0.053572s. Angles: [179.63961143733027, 161.6736655851517, 9.422848638707302, 52.663343552940745]\n",
      "[OK] Frame 8_10.png (class: 8) processed in 0.051781s. Angles: [179.59911495725882, 161.8327491283647, 9.420938946504968, 52.73199390587339]\n",
      "[OK] Frame 8_11.png (class: 8) processed in 0.050739s. Angles: [179.60731795316562, 161.88202206063465, 9.453975618188377, 52.755667940326]\n",
      "[OK] Frame 8_12.png (class: 8) processed in 0.052141s. Angles: [179.5415973355905, 161.69882346781634, 9.499164346550012, 52.783093748792346]\n",
      "[OK] Frame 8_13.png (class: 8) processed in 0.051698s. Angles: [179.50694798144295, 161.74810411236967, 9.542873342250484, 52.906558788731594]\n",
      "[OK] Frame 8_14.png (class: 8) processed in 0.054646s. Angles: [179.44116638465263, 161.33004020367986, 9.600889271943476, 53.03984535027019]\n",
      "[OK] Frame 8_15.png (class: 8) processed in 0.051334s. Angles: [179.42940805124667, 161.73349848833806, 9.614728380647012, 53.73506817673455]\n",
      "[OK] Frame 8_16.png (class: 8) processed in 0.052596s. Angles: [179.40806762612115, 162.06602434815528, 9.585397746318804, 54.38503118239294]\n",
      "[OK] Frame 8_17.png (class: 8) processed in 0.051966s. Angles: [179.35784832127328, 161.28784426125048, 9.590571943407229, 55.01482906973496]\n",
      "[OK] Frame 8_18.png (class: 8) processed in 0.052437s. Angles: [179.3541079371466, 161.18617250811204, 9.593871054606728, 55.51571623577671]\n",
      "[OK] Frame 8_19.png (class: 8) processed in 0.050696s. Angles: [179.35240187988634, 159.83444414700966, 9.577055745597221, 55.91826813554846]\n",
      "[OK] Frame 8_20.png (class: 8) processed in 0.052503s. Angles: [179.3375919665872, 158.67305652324166, 9.570995628718876, 56.585474340871805]\n",
      "[OK] Frame 8_21.png (class: 8) processed in 0.051738s. Angles: [179.36698045711216, 156.32609601408018, 9.54973487356217, 57.21542237498756]\n",
      "[OK] Frame 8_22.png (class: 8) processed in 0.056567s. Angles: [179.42768211096538, 158.04340844431786, 9.510453773910402, 58.946342620016246]\n",
      "[OK] Frame 8_23.png (class: 8) processed in 0.051342s. Angles: [179.40426093975975, 156.6593291071243, 9.503500365548843, 59.60567870955875]\n",
      "[OK] Frame 8_24.png (class: 8) processed in 0.053289s. Angles: [179.3297802969435, 155.94386992361572, 9.536722764798675, 60.43902561713038]\n",
      "[OK] Frame 8_25.png (class: 8) processed in 0.05259s. Angles: [179.29001668384865, 155.37912837658504, 9.57351294326646, 61.113711637620966]\n",
      "[OK] Frame 8_26.png (class: 8) processed in 0.05192s. Angles: [179.3087947178862, 154.76386359152374, 9.566898297503371, 61.77525555134337]\n",
      "[OK] Frame 8_27.png (class: 8) processed in 0.05149s. Angles: [179.2499931110424, 154.72755794903864, 9.556308890263042, 62.59274732347339]\n",
      "[OK] Frame 8_28.png (class: 8) processed in 0.053767s. Angles: [179.18453508223027, 154.34794661906565, 9.559298727188171, 63.0091341562535]\n",
      "[OK] Frame 8_29.png (class: 8) processed in 0.051246s. Angles: [179.17713113256877, 155.0324598665535, 9.551713348189686, 63.378373800008895]\n",
      "[OK] Frame 8_30.png (class: 8) processed in 0.059269s. Angles: [179.18294171944532, 156.4652401160946, 9.54287377989776, 64.08344470311101]\n",
      "[OK] Frame 8_31.png (class: 8) processed in 0.057675s. Angles: [179.21835049116635, 157.7383600435472, 9.52427760678065, 64.67660341591294]\n",
      "[OK] Frame 8_32.png (class: 8) processed in 0.051997s. Angles: [179.2656434933762, 158.89359631710954, 9.499354286945739, 65.45323118778842]\n",
      "[OK] Frame 8_33.png (class: 8) processed in 0.053268s. Angles: [179.32287073608884, 157.42040793322423, 9.474427592987427, 65.696495966493]\n",
      "[OK] Frame 8_34.png (class: 8) processed in 0.051454s. Angles: [179.31048434705005, 158.25730346795808, 9.49071255138602, 67.58129245856261]\n",
      "[OK] Frame 8_35.png (class: 8) processed in 0.051658s. Angles: [179.26020791640224, 158.1752658515263, 9.525015388375664, 69.12694159496588]\n",
      "[OK] Frame 8_36.png (class: 8) processed in 0.053143s. Angles: [179.25138397151724, 160.3835512119365, 9.53184845201162, 71.05744768293022]\n",
      "[OK] Frame 8_37.png (class: 8) processed in 0.05334s. Angles: [179.22463261618003, 159.22543024410874, 9.55125890934883, 72.59888468261978]\n",
      "[OK] Frame 8_38.png (class: 8) processed in 0.051971s. Angles: [179.28129473025712, 159.77190071865832, 9.551028868557706, 74.37565637296663]\n",
      "[OK] Frame 8_39.png (class: 8) processed in 0.051147s. Angles: [179.3350750365487, 159.78600042631618, 9.558739598016395, 75.34501207480007]\n",
      "[OK] Frame 8_40.png (class: 8) processed in 0.053707s. Angles: [179.3288271800286, 160.9275689365139, 9.580268848358811, 76.92570295763021]\n",
      "[OK] Frame 8_41.png (class: 8) processed in 0.05552s. Angles: [179.29436795827573, 159.8928224156263, 9.593789012770703, 77.49027907490331]\n",
      "[OK] Frame 8_42.png (class: 8) processed in 0.05188s. Angles: [179.2734900818117, 159.12853068391004, 9.605520184264416, 78.15841527895854]\n",
      "[OK] Frame 8_43.png (class: 8) processed in 0.052154s. Angles: [179.24848710245723, 157.94588393068972, 9.637822313878422, 78.51026461313533]\n",
      "[OK] Frame 8_44.png (class: 8) processed in 0.052738s. Angles: [179.23311941355112, 159.43872725837994, 9.652999443967175, 79.69948137364993]\n",
      "[OK] Frame 8_45.png (class: 8) processed in 0.05171s. Angles: [179.2220937819261, 162.3338080997973, 9.674291869680347, 81.30410488200674]\n",
      "[OK] Frame 8_46.png (class: 8) processed in 0.05215s. Angles: [179.22017979480856, 164.81605030261593, 9.686021128959796, 82.51375561351827]\n",
      "[OK] Frame 8_47.png (class: 8) processed in 0.053961s. Angles: [179.2434168116658, 165.56703450714522, 9.682035607841598, 82.82335998859753]\n",
      "[OK] Frame 8_48.png (class: 8) processed in 0.052341s. Angles: [179.2569927208098, 166.2878260262569, 9.677831622178148, 83.02997832570867]\n",
      "[OK] Frame 8_49.png (class: 8) processed in 0.053272s. Angles: [179.32097429387096, 167.38707556838415, 9.63294851822823, 83.24053954276114]\n",
      "[OK] Frame 8_50.png (class: 8) processed in 0.055283s. Angles: [179.36489584370398, 167.35035744429513, 9.613765352770463, 83.00407038604695]\n",
      "[OK] Frame 8_51.png (class: 8) processed in 0.05191s. Angles: [179.3217745154971, 167.3617890413373, 9.637647662815755, 82.79469075082227]\n",
      "[OK] Frame 8_52.png (class: 8) processed in 0.053085s. Angles: [179.3097104835004, 166.4891027424494, 9.642288779527519, 80.12405193011044]\n",
      "[OK] Frame 8_53.png (class: 8) processed in 0.050571s. Angles: [179.30391558955503, 163.32786139743988, 9.636766396002896, 75.768311444721]\n",
      "[OK] Frame 8_54.png (class: 8) processed in 0.052794s. Angles: [179.30085704701517, 163.38795308124256, 9.63504937002845, 72.55434460215999]\n",
      "[OK] Frame 8_55.png (class: 8) processed in 0.050838s. Angles: [179.27964920409428, 164.08226673995102, 9.643936111018983, 70.14994656314802]\n",
      "[OK] Frame 8_56.png (class: 8) processed in 0.052416s. Angles: [179.25829418552337, 165.4847541620949, 9.653014347958846, 68.10095139723745]\n",
      "[OK] Frame 8_57.png (class: 8) processed in 0.052973s. Angles: [179.18045736342663, 168.0302558468872, 9.68521478788699, 66.44926281274122]\n",
      "[OK] Frame 8_58.png (class: 8) processed in 0.050769s. Angles: [179.17652007696014, 167.04717379092776, 9.683543945677481, 64.42169012773253]\n",
      "[OK] Frame 8_59.png (class: 8) processed in 0.053312s. Angles: [179.18073671869215, 165.31447189485377, 9.675653911105, 62.67609253077668]\n",
      "[OK] Frame 8_60.png (class: 8) processed in 0.052916s. Angles: [179.18912427963076, 163.7317184908865, 9.672478030107772, 61.435997711469795]\n",
      "[OK] Frame 8_61.png (class: 8) processed in 0.054327s. Angles: [179.19501652901133, 161.28472700342812, 9.675707182049699, 59.632427465524145]\n",
      "[OK] Frame 8_62.png (class: 8) processed in 0.060986s. Angles: [179.21617745820916, 160.42777240037023, 9.671638416262754, 57.84691896684463]\n",
      "[OK] Frame 8_63.png (class: 8) processed in 0.051688s. Angles: [179.2315363161645, 162.11086119481544, 9.668055111195153, 56.61285028283383]\n",
      "[OK] Frame 8_64.png (class: 8) processed in 0.052788s. Angles: [179.30985689502495, 162.58064557289762, 9.62743264159178, 55.317465718263485]\n",
      "[OK] Frame 8_65.png (class: 8) processed in 0.052901s. Angles: [179.38669597888165, 163.85139154133114, 9.608030866461847, 54.31268997892137]\n",
      "[OK] Frame 8_66.png (class: 8) processed in 0.050906s. Angles: [179.3961968178054, 164.247631447875, 9.631754772387296, 53.07506508619944]\n",
      "[OK] Frame 8_67.png (class: 8) processed in 0.051612s. Angles: [179.36236592934304, 165.45563218979706, 9.686178716082715, 52.11671118950029]\n",
      "[OK] Frame 8_68.png (class: 8) processed in 0.051028s. Angles: [179.3430511169104, 166.34326209946977, 9.723120656245824, 51.232938129126026]\n",
      "[OK] Frame 8_69.png (class: 8) processed in 0.051586s. Angles: [179.2844160484422, 168.05493714294616, 9.780811930670286, 50.45743573350208]\n",
      "[OK] Frame 8_70.png (class: 8) processed in 0.06095s. Angles: [179.11151351241256, 168.21783336902618, 9.871823543889601, 49.72129144274645]\n",
      "[OK] Frame 8_71.png (class: 8) processed in 0.051314s. Angles: [179.06309528395383, 168.99905664190683, 9.903542700280445, 49.159873212853476]\n",
      "[OK] Frame 8_72.png (class: 8) processed in 0.062068s. Angles: [179.0295242208582, 170.36911031577446, 9.931141744399396, 48.89140368721009]\n",
      "[OK] Frame 8_73.png (class: 8) processed in 0.063788s. Angles: [178.90183691316827, 170.51962495500885, 10.000144090319628, 48.60640196126332]\n",
      "[OK] Frame 8_74.png (class: 8) processed in 0.051545s. Angles: [178.64705312811637, 170.29052341733168, 10.120322705213372, 48.186601044235665]\n",
      "[OK] Frame 8_75.png (class: 8) processed in 0.051188s. Angles: [178.44435745252693, 169.82693432045275, 10.220722624681624, 47.904805846340054]\n",
      "[OK] Frame 8_76.png (class: 8) processed in 0.052679s. Angles: [178.2784297628197, 170.26672636252843, 10.283281556186102, 47.69360278478858]\n",
      "[OK] Frame 8_77.png (class: 8) processed in 0.051286s. Angles: [178.12022122374339, 171.14233034182578, 10.348089440270392, 47.97049145590018]\n",
      "[OK] Frame 8_78.png (class: 8) processed in 0.051372s. Angles: [178.1882771924039, 171.79860412675578, 10.309257745334842, 48.13911593524845]\n",
      "[OK] Frame 8_79.png (class: 8) processed in 0.055389s. Angles: [178.14699950409369, 172.12982267310298, 10.325182556833898, 48.458366761609014]\n",
      "[OK] Frame 8_80.png (class: 8) processed in 0.051252s. Angles: [178.23653376005004, 172.0688124940335, 10.284919989361974, 48.670280412390255]\n",
      "[OK] Frame 8_81.png (class: 8) processed in 0.053144s. Angles: [178.46304928065925, 172.26579467513193, 10.197709520045342, 48.98642599374881]\n",
      "[OK] Frame 8_82.png (class: 8) processed in 0.051151s. Angles: [178.46699513475963, 172.2989472626923, 10.207184124868677, 49.218487945136125]\n",
      "[OK] Frame 8_83.png (class: 8) processed in 0.051189s. Angles: [179.0490044829973, 172.51813442145416, 9.915538934803468, 50.19373129950554]\n",
      "[OK] Frame 8_84.png (class: 8) processed in 0.056074s. Angles: [179.47072541640705, 170.88448079175726, 9.68053195011251, 50.68694034784708]\n",
      "[OK] Frame 8_85.png (class: 8) processed in 0.052519s. Angles: [179.72777201485135, 169.51611397161204, 9.585271663055059, 51.13520046425555]\n",
      "[OK] Frame 8_86.png (class: 8) processed in 0.058715s. Angles: [179.51421887686925, 167.29109993993973, 9.70039178602213, 52.14155737779998]\n",
      "[OK] Frame 8_87.png (class: 8) processed in 0.059644s. Angles: [179.36935936912516, 164.8075179497828, 9.825817942207392, 53.25154129251095]\n",
      "[OK] Frame 8_88.png (class: 8) processed in 0.051883s. Angles: [179.56200589704108, 161.93999653029584, 9.792902094843349, 54.52171257329087]\n",
      "[OK] Frame 8_89.png (class: 8) processed in 0.052116s. Angles: [179.69215428559988, 160.3151341091558, 9.779644544819474, 55.92093757764916]\n",
      "[OK] Frame 8_90.png (class: 8) processed in 0.051204s. Angles: [179.86754832327603, 158.33639667687254, 9.720433337392775, 57.54591001510564]\n",
      "[OK] Frame 8_91.png (class: 8) processed in 0.051082s. Angles: [179.88917354326705, 157.3132672994658, 9.719306832358097, 58.89778478966284]\n",
      "[OK] Frame 8_92.png (class: 8) processed in 0.051343s. Angles: [179.92035541319146, 159.77865341726763, 9.633178776099289, 61.26955912291209]\n",
      "[OK] Frame 8_93.png (class: 8) processed in 0.051972s. Angles: [179.9769674972211, 160.32908607422917, 9.621363563241205, 63.00530236112701]\n",
      "[OK] Frame 8_94.png (class: 8) processed in 0.051778s. Angles: [179.85782929705917, 160.09264376947644, 9.627047379049703, 64.56070875290638]\n",
      "[OK] Frame 8_95.png (class: 8) processed in 0.054878s. Angles: [179.84247822788095, 159.82824449172548, 9.554929996399494, 66.2802982237836]\n",
      "[OK] Frame 8_96.png (class: 8) processed in 0.058908s. Angles: [179.85430202376065, 157.50200169119407, 9.479906338614393, 67.724618236223]\n",
      "[OK] Frame 8_97.png (class: 8) processed in 0.051833s. Angles: [179.885487760915, 156.831844494146, 9.485155933396669, 69.25257253363152]\n",
      "[OK] Frame 8_98.png (class: 8) processed in 0.051657s. Angles: [179.73508939005825, 159.17411154775218, 9.468400066188249, 71.95787123490692]\n",
      "[OK] Frame 8_99.png (class: 8) processed in 0.052805s. Angles: [179.7806258615587, 160.0678246680732, 9.457485360755395, 73.59000776525612]\n",
      "[OK] Frame 8_100.png (class: 8) processed in 0.050818s. Angles: [179.75294485424502, 161.48008765127847, 9.482409067486932, 75.91900300053364]\n",
      "[OK] Frame 8_101.png (class: 8) processed in 0.052133s. Angles: [179.83254427861004, 162.0875097843236, 9.446152120518256, 77.00289089861293]\n",
      "[OK] Frame 8_102.png (class: 8) processed in 0.051191s. Angles: [179.8380327567671, 163.09063588237723, 9.38438518342314, 78.33186837244477]\n",
      "[OK] Frame 8_103.png (class: 8) processed in 0.05468s. Angles: [179.95182023220414, 162.1968593428805, 9.309648544556847, 78.5673373840094]\n",
      "[OK] Frame 8_104.png (class: 8) processed in 0.056368s. Angles: [179.99248146076985, 161.47307691326426, 9.310554393290433, 79.17857894077298]\n",
      "[OK] Frame 8_105.png (class: 8) processed in 0.051985s. Angles: [179.99705948444762, 162.16158461091234, 9.334839302775206, 79.80698707558487]\n",
      "[OK] Frame 8_106.png (class: 8) processed in 0.050567s. Angles: [179.95060664504007, 162.07525820810864, 9.345553485970242, 80.9266593905255]\n",
      "[OK] Frame 8_107.png (class: 8) processed in 0.056153s. Angles: [179.95606968802088, 162.54026958126633, 9.346853702506873, 81.96521284215234]\n",
      "[OK] Frame 8_108.png (class: 8) processed in 0.052686s. Angles: [179.96320697492493, 164.2620654680937, 9.355803584820436, 83.26009309645615]\n",
      "[OK] Frame 8_109.png (class: 8) processed in 0.052076s. Angles: [179.95303828941582, 166.45472085304237, 9.355221069927182, 84.67590511340988]\n",
      "[OK] Frame 8_110.png (class: 8) processed in 0.055555s. Angles: [179.91193638245855, 167.4770524400871, 9.365017243102768, 85.49023399302362]\n",
      "[OK] Frame 8_111.png (class: 8) processed in 0.052651s. Angles: [179.8796578607927, 167.38226147507115, 9.36526190859114, 85.70020411937384]\n",
      "[OK] Frame 8_112.png (class: 8) processed in 0.051803s. Angles: [179.82783498852595, 168.07790975956627, 9.363372702029922, 86.07299739050136]\n",
      "[OK] Frame 8_113.png (class: 8) processed in 0.052763s. Angles: [179.81093914332726, 168.41460112105145, 9.363985919423193, 86.34144773479713]\n",
      "[OK] Frame 8_114.png (class: 8) processed in 0.052921s. Angles: [179.82359579496983, 168.93466721684726, 9.355200506932071, 86.78681647017387]\n",
      "[OK] Frame 8_115.png (class: 8) processed in 0.052665s. Angles: [179.85559609502408, 169.11960820844027, 9.350971351596389, 87.09604402636494]\n",
      "[OK] Frame 8_116.png (class: 8) processed in 0.050792s. Angles: [179.86375765674654, 170.30043827670755, 9.34260395134961, 88.14417983637651]\n",
      "[OK] Frame 8_117.png (class: 8) processed in 0.053582s. Angles: [179.8652680190139, 171.95202741936896, 9.328981150246394, 89.23622430197338]\n",
      "[OK] Frame 8_118.png (class: 8) processed in 0.051314s. Angles: [179.89002860979875, 171.551775660176, 9.31547157743926, 89.78484625628563]\n",
      "[OK] Frame 8_119.png (class: 8) processed in 0.063387s. Angles: [179.9038120978495, 170.1672882908056, 9.30691765217478, 90.78773659723264]\n",
      "[OK] Frame 8_120.png (class: 8) processed in 0.054459s. Angles: [179.8974897814453, 170.6487293279275, 9.313547607817737, 91.84350888022777]\n",
      "[OK] Frame 8_121.png (class: 8) processed in 0.060424s. Angles: [179.77374234434873, 170.41746825626274, 9.365715166548615, 92.29797691763758]\n",
      "[OK] Frame 8_122.png (class: 8) processed in 0.051626s. Angles: [179.7009290339, 171.12237153610437, 9.408408196167583, 93.40903298195444]\n",
      "[OK] Frame 8_123.png (class: 8) processed in 0.057685s. Angles: [179.47425544607196, 170.97538760295933, 9.526275661850018, 94.17472134221698]\n",
      "[OK] Frame 8_124.png (class: 8) processed in 0.051721s. Angles: [179.27327277342337, 170.36688111035846, 9.624579974776692, 94.56320492523737]\n",
      "[OK] Frame 8_125.png (class: 8) processed in 0.055133s. Angles: [179.23927755323587, 170.96604805675665, 9.648065403478306, 95.19501583123139]\n",
      "[OK] Frame 8_126.png (class: 8) processed in 0.052162s. Angles: [179.27901375405222, 170.94389650665198, 9.62742861465268, 95.5321196142584]\n",
      "[OK] Frame 8_127.png (class: 8) processed in 0.061237s. Angles: [179.38312004912206, 171.191438078945, 9.603752066102853, 95.75995604504939]\n",
      "[OK] Frame 8_128.png (class: 8) processed in 0.051023s. Angles: [179.31899255253754, 171.18660131225602, 9.640335030587849, 95.7876303372584]\n",
      "[OK] Frame 8_129.png (class: 8) processed in 0.052091s. Angles: [179.2918989000991, 171.06827106546186, 9.623982488661904, 95.5084518578217]\n",
      "[OK] Frame 8_130.png (class: 8) processed in 0.051548s. Angles: [179.25965177534204, 170.86563591651782, 9.63781410742099, 95.24870150064352]\n",
      "[OK] Frame 8_131.png (class: 8) processed in 0.056159s. Angles: [179.28255237207551, 171.6888016433404, 9.609737097151019, 94.38274928676307]\n",
      "[OK] Frame 8_132.png (class: 8) processed in 0.051409s. Angles: [179.26611024350046, 173.073900348889, 9.609064244936592, 93.6781219116126]\n",
      "[OK] Frame 8_133.png (class: 8) processed in 0.052668s. Angles: [179.2954607781418, 175.58536963788993, 9.583513726308597, 93.15820163818303]\n",
      "[OK] Frame 8_134.png (class: 8) processed in 0.055249s. Angles: [179.16357777501779, 173.48289970831044, 9.69209466258365, 90.08753007057163]\n",
      "[OK] Frame 8_135.png (class: 8) processed in 0.054297s. Angles: [179.10336220016475, 170.59712495403926, 9.747141334135986, 86.71036252968025]\n",
      "[OK] Frame 8_136.png (class: 8) processed in 0.051721s. Angles: [179.1344386787052, 168.97467634875952, 9.750385046383899, 83.50762574668143]\n",
      "[OK] Frame 8_137.png (class: 8) processed in 0.051481s. Angles: [179.18267707466657, 167.49010091868735, 9.728303040077604, 80.99713307792543]\n",
      "[OK] Frame 8_138.png (class: 8) processed in 0.055668s. Angles: [179.3454219353043, 164.55729552695252, 9.614805244493487, 77.26449069697073]\n",
      "[OK] Frame 8_139.png (class: 8) processed in 0.052262s. Angles: [179.43050638977294, 162.53939270882717, 9.559443524056546, 73.70531980320607]\n",
      "[OK] Frame 8_140.png (class: 8) processed in 0.051467s. Angles: [179.54644523781084, 161.86508187435277, 9.498420912854279, 70.58776348223778]\n",
      "[OK] Frame 8_141.png (class: 8) processed in 0.053806s. Angles: [179.5975666504629, 165.0647699315505, 9.46383225680814, 69.48883540933896]\n",
      "[OK] Frame 8_142.png (class: 8) processed in 0.052378s. Angles: [179.61366661807298, 165.51079541088333, 9.470736923682653, 67.44504473753295]\n",
      "[OK] Frame 8_143.png (class: 8) processed in 0.066195s. Angles: [179.68543137654802, 164.38650620015002, 9.443105839026888, 64.40341701918967]\n",
      "[OK] Frame 8_144.png (class: 8) processed in 0.051609s. Angles: [179.77435832507516, 162.44109744383735, 9.423557322303662, 61.06219514802828]\n",
      "[OK] Frame 8_145.png (class: 8) processed in 0.053686s. Angles: [179.8589714739061, 159.957104263608, 9.397510984313424, 58.166311151214856]\n",
      "[OK] Frame 8_146.png (class: 8) processed in 0.051423s. Angles: [179.85848845753534, 161.3521269780288, 9.420034783863837, 56.42112047644258]\n",
      "[OK] Frame 8_147.png (class: 8) processed in 0.051464s. Angles: [179.78329782743774, 161.44258495253104, 9.462110995185943, 54.55471194395873]\n",
      "[OK] Frame 8_148.png (class: 8) processed in 0.054265s. Angles: [179.72976925772204, 163.10741859771986, 9.492801007881361, 53.393457693110626]\n",
      "[OK] Frame 8_149.png (class: 8) processed in 0.052743s. Angles: [179.5382230842262, 164.52646840983863, 9.547353459774586, 52.1837359233119]\n",
      "[OK] Frame 8_150.png (class: 8) processed in 0.051757s. Angles: [179.3458595242455, 165.64427601906664, 9.629174788688953, 51.50544412245211]\n",
      "[OK] Frame 8_151.png (class: 8) processed in 0.051784s. Angles: [179.2569199508836, 166.0582727208656, 9.672092441394597, 51.03145830470874]\n",
      "[OK] Frame 8_152.png (class: 8) processed in 0.051743s. Angles: [179.25802833052092, 165.53047366911184, 9.657471287906647, 50.72287083458032]\n",
      "[OK] Frame 8_153.png (class: 8) processed in 0.051512s. Angles: [179.240095856059, 165.37049164750357, 9.66826501587806, 50.801162820451296]\n",
      "[OK] Frame 8_154.png (class: 8) processed in 0.055623s. Angles: [179.27000071075096, 164.98951101058464, 9.63639723111164, 51.02299727417466]\n",
      "[OK] Frame 8_155.png (class: 8) processed in 0.061167s. Angles: [179.26694712055672, 164.41580777390843, 9.622090277255294, 51.10981860322004]\n",
      "[OK] Frame 8_156.png (class: 8) processed in 0.051552s. Angles: [179.19605853882808, 164.36268273919353, 9.661462541709165, 51.60272392316684]\n",
      "[OK] Frame 8_157.png (class: 8) processed in 0.055545s. Angles: [179.2385884750841, 164.5613319899019, 9.685473578656488, 51.85927614418055]\n",
      "[OK] Frame 8_158.png (class: 8) processed in 0.054344s. Angles: [179.32436958824343, 162.75256103150855, 9.693961682951004, 52.15168307212505]\n",
      "[OK] Frame 8_159.png (class: 8) processed in 0.05231s. Angles: [179.25419958183898, 160.61586578153765, 9.707179675866367, 52.95054986020888]\n",
      "[OK] Frame 8_160.png (class: 8) processed in 0.052767s. Angles: [179.27419503082436, 158.9543428609858, 9.764627631895088, 54.47381632426545]\n",
      "[OK] Frame 8_161.png (class: 8) processed in 0.051381s. Angles: [179.3201842290102, 159.7058579762865, 9.785709821757843, 56.84600970494089]\n",
      "[OK] Frame 8_162.png (class: 8) processed in 0.052107s. Angles: [179.43232617076364, 158.17233392203298, 9.767993604430877, 58.27436740707044]\n",
      "[OK] Frame 8_163.png (class: 8) processed in 0.051506s. Angles: [179.42421912464678, 157.6315493959939, 9.739681356174723, 59.715649062689096]\n",
      "[OK] Frame 8_164.png (class: 8) processed in 0.055295s. Angles: [179.41678609179792, 157.46286573372007, 9.72748189171295, 61.79006696611858]\n",
      "[OK] Frame 8_165.png (class: 8) processed in 0.051693s. Angles: [179.38570532852034, 158.0855541160018, 9.683844678724418, 64.02373432484953]\n",
      "[OK] Frame 8_166.png (class: 8) processed in 0.050809s. Angles: [179.35828796418352, 156.9323650979458, 9.65666384258194, 66.18509583385057]\n",
      "[OK] Frame 8_167.png (class: 8) processed in 0.05668s. Angles: [179.36717477726268, 155.88620388656602, 9.637972646176557, 67.76198308202804]\n",
      "[OK] Frame 8_168.png (class: 8) processed in 0.052192s. Angles: [179.34677979645548, 157.4191137457202, 9.582492155783916, 70.76390698872024]\n",
      "[OK] Frame 8_169.png (class: 8) processed in 0.050686s. Angles: [179.32180461577323, 158.05062111190813, 9.569248087558503, 72.96721706308682]\n",
      "[OK] Frame 8_170.png (class: 8) processed in 0.055219s. Angles: [179.17942528059416, 158.83481736550098, 9.567801874550296, 75.07938321879121]\n",
      "[OK] Frame 8_171.png (class: 8) processed in 0.051649s. Angles: [179.17985810197203, 158.44983877655866, 9.514534132361, 76.6918495049808]\n",
      "[OK] Frame 8_172.png (class: 8) processed in 0.052213s. Angles: [179.24435756729127, 158.37610788926784, 9.449830404516726, 78.04329496713382]\n",
      "[OK] Frame 8_173.png (class: 8) processed in 0.052271s. Angles: [179.3284481682536, 158.93270145486304, 9.379993881236336, 79.61015393156015]\n",
      "[OK] Frame 8_174.png (class: 8) processed in 0.052701s. Angles: [179.57523726193952, 160.17554163676223, 9.264464911306018, 80.47214198403185]\n",
      "[OK] Frame 8_175.png (class: 8) processed in 0.052524s. Angles: [179.84053970475995, 160.3132210665265, 9.15289399943418, 80.78499440028635]\n",
      "[OK] Frame 8_176.png (class: 8) processed in 0.051563s. Angles: [179.93952973932693, 160.42727542086908, 9.088897824458808, 80.07660153910136]\n",
      "[OK] Frame 8_177.png (class: 8) processed in 0.051209s. Angles: [179.72762387161342, 161.2662025410864, 9.037125731964892, 79.47440855960463]\n",
      "[OK] Frame 8_178.png (class: 8) processed in 0.050599s. Angles: [179.43558620152567, 162.7572514686916, 8.95693177074512, 78.75783343353224]\n",
      "[OK] Frame 8_179.png (class: 8) processed in 0.052156s. Angles: [179.01533270229854, 165.58857789456286, 8.811138356878615, 77.1517579120897]\n",
      "[OK] Frame 8_180.png (class: 8) processed in 0.05135s. Angles: [178.6870660162202, 169.08700114018086, 8.686929758552928, 74.32066468008915]\n",
      "[OK] Frame 8_181.png (class: 8) processed in 0.052214s. Angles: [178.3529613776668, 171.5305472590311, 8.526788355062733, 72.8375592907393]\n",
      "[OK] Frame 8_182.png (class: 8) processed in 0.051346s. Angles: [178.45849116439922, 171.74996505662054, 8.55617929832664, 71.88836544654617]\n",
      "[OK] Frame 8_183.png (class: 8) processed in 0.059093s. Angles: [178.67032468068135, 171.4625505170633, 8.659189270792659, 71.10786935730017]\n",
      "[OK] Frame 8_184.png (class: 8) processed in 0.051687s. Angles: [178.70669750438316, 169.98236436351323, 8.58829392291589, 70.047122840766]\n",
      "[OK] Frame 8_185.png (class: 8) processed in 0.05319s. Angles: [179.2271285260067, 168.1082535517376, 8.826734747708095, 69.18670200231975]\n",
      "[OK] Frame 8_186.png (class: 8) processed in 0.051105s. Angles: [179.6416450242885, 167.08651610623443, 9.036563947803387, 68.85655223964297]\n",
      "[OK] Frame 8_187.png (class: 8) processed in 0.05161s. Angles: [179.244139916623, 165.43909430135804, 8.92417053859039, 68.7845073796005]\n",
      "[OK] Frame 8_188.png (class: 8) processed in 0.051538s. Angles: [179.07319747986372, 162.66220461101022, 8.924616782397294, 68.93284319848597]\n",
      "[OK] Frame 8_189.png (class: 8) processed in 0.051734s. Angles: [179.02139908077962, 160.4205990098903, 9.022916462558854, 70.1198063732509]\n",
      "[OK] Frame 8_190.png (class: 8) processed in 0.051941s. Angles: [179.01406405926772, 159.18627459177932, 9.019972587415657, 72.00250126008604]\n",
      "[OK] Frame 8_191.png (class: 8) processed in 0.052318s. Angles: [179.03509935106933, 158.91408953999763, 8.98773790470883, 73.67404244466057]\n",
      "[OK] Frame 8_192.png (class: 8) processed in 0.055968s. Angles: [178.93381191876813, 158.19371251573702, 8.870184817132722, 75.44515178529727]\n",
      "[OK] Frame 8_193.png (class: 8) processed in 0.052311s. Angles: [178.77304938901298, 160.10118262473654, 8.625900871279336, 78.73352336611595]\n",
      "[OK] Frame 8_194.png (class: 8) processed in 0.053647s. Angles: [178.70795286752528, 162.94803879514615, 8.535795017579117, 81.85746366465172]\n",
      "[OK] Frame 8_195.png (class: 8) processed in 0.052571s. Angles: [178.3261121010064, 165.82313065358912, 8.436219932578686, 83.86976444755499]\n",
      "[OK] Frame 8_196.png (class: 8) processed in 0.05526s. Angles: [178.00500289763988, 168.55500795458656, 8.313357037806991, 86.4055263641972]\n",
      "[OK] Frame 8_197.png (class: 8) processed in 0.055305s. Angles: [177.94726189724557, 170.93839224916377, 8.262275262966847, 88.17913329961465]\n",
      "[OK] Frame 8_198.png (class: 8) processed in 0.050832s. Angles: [177.98524279249153, 172.2294536733093, 8.252682559304523, 89.52765262511831]\n",
      "[OK] Frame 8_199.png (class: 8) processed in 0.055649s. Angles: [178.3339535944361, 171.34538234785308, 8.37238825780671, 89.63548030716406]\n",
      "[OK] Frame 9_0.png (class: 9) processed in 0.052846s. Angles: [168.57235250170663, 175.63667117109722, 105.07952462305002, 110.6146409248853]\n",
      "[OK] Frame 9_1.png (class: 9) processed in 0.051875s. Angles: [173.46338633395524, 174.83280259281895, 106.89774879005783, 111.23919568729816]\n",
      "[OK] Frame 9_2.png (class: 9) processed in 0.051242s. Angles: [171.90925293142632, 173.14983203033196, 105.68121763943694, 111.46131703820836]\n",
      "[OK] Frame 9_3.png (class: 9) processed in 0.052701s. Angles: [174.3188840618974, 173.34069002639944, 106.70272251386126, 110.55298017590039]\n",
      "[OK] Frame 9_4.png (class: 9) processed in 0.063648s. Angles: [173.2932954039295, 173.27324390234094, 106.1882782933687, 109.5582694203231]\n",
      "[OK] Frame 9_5.png (class: 9) processed in 0.053712s. Angles: [175.0156744960069, 172.49233239758317, 105.80889400559688, 109.03295430892776]\n",
      "[OK] Frame 9_6.png (class: 9) processed in 0.052434s. Angles: [172.34883265694046, 171.48341203330625, 103.65120448595687, 108.76463125182248]\n",
      "[OK] Frame 9_7.png (class: 9) processed in 0.05848s. Angles: [170.6871695590287, 171.92023043969775, 102.35911020665307, 108.2248158351005]\n",
      "[OK] Frame 9_8.png (class: 9) processed in 0.057621s. Angles: [168.43903159627922, 171.80574868127638, 100.60921100584481, 107.72712479101348]\n",
      "[OK] Frame 9_9.png (class: 9) processed in 0.051174s. Angles: [165.12175678406237, 172.457621087983, 98.86084382050487, 107.00398592022086]\n",
      "[OK] Frame 9_10.png (class: 9) processed in 0.055339s. Angles: [163.25627930711735, 172.91739451767765, 97.66011269255412, 106.5953699646879]\n",
      "[OK] Frame 9_11.png (class: 9) processed in 0.052623s. Angles: [162.35160846453286, 173.16475517988312, 97.31227447923285, 106.3730436839793]\n",
      "[OK] Frame 9_12.png (class: 9) processed in 0.05211s. Angles: [162.01482552442835, 173.3702228907738, 97.14810437954058, 106.23336593233725]\n",
      "[OK] Frame 9_13.png (class: 9) processed in 0.05209s. Angles: [161.3564505463052, 173.53127008767868, 96.88110119861156, 106.11302483359059]\n",
      "[OK] Frame 9_14.png (class: 9) processed in 0.052078s. Angles: [161.39539686682122, 173.68558027560982, 96.89903601384306, 105.98612001915991]\n",
      "[OK] Frame 9_15.png (class: 9) processed in 0.057669s. Angles: [161.39365192059537, 173.80738100576136, 97.0004712169869, 105.87076531009343]\n",
      "[OK] Frame 9_16.png (class: 9) processed in 0.055251s. Angles: [161.2033669919239, 173.90429292734876, 96.8845039540295, 105.74752119464472]\n",
      "[OK] Frame 9_17.png (class: 9) processed in 0.052757s. Angles: [161.3559234839595, 174.00299702253037, 96.88588104426195, 105.63599229233607]\n",
      "[OK] Frame 9_18.png (class: 9) processed in 0.052033s. Angles: [161.29914083159085, 174.1871298777349, 96.77499919795233, 105.3806270281202]\n",
      "[OK] Frame 9_19.png (class: 9) processed in 0.052564s. Angles: [161.94190410579827, 174.2007587419136, 96.94121078830818, 105.29224364478642]\n",
      "[OK] Frame 9_20.png (class: 9) processed in 0.055937s. Angles: [162.71656295195893, 174.07987077352257, 97.21040515324842, 105.30104525214969]\n",
      "[OK] Frame 9_21.png (class: 9) processed in 0.052208s. Angles: [163.14421771004962, 174.26799973283823, 97.28120091812983, 105.26545750830417]\n",
      "[OK] Frame 9_22.png (class: 9) processed in 0.051281s. Angles: [163.60618473629935, 174.61346883390902, 97.45549414712066, 105.17886333393876]\n",
      "[OK] Frame 9_23.png (class: 9) processed in 0.052821s. Angles: [163.6866916728785, 175.28093746056203, 97.44282924364322, 105.07228946175758]\n",
      "[OK] Frame 9_24.png (class: 9) processed in 0.052139s. Angles: [163.81072411430208, 176.08406860112225, 97.44385757976679, 104.8715223515053]\n",
      "[OK] Frame 9_25.png (class: 9) processed in 0.052315s. Angles: [163.92763147480494, 176.95775527928248, 97.4556310622198, 104.64696966461823]\n",
      "[OK] Frame 9_26.png (class: 9) processed in 0.053192s. Angles: [164.14933973409256, 177.85324821048079, 97.54278656976243, 104.63807016756728]\n",
      "[OK] Frame 9_27.png (class: 9) processed in 0.052798s. Angles: [164.34086055652153, 178.1958262728662, 97.60802073012685, 104.73872186697962]\n",
      "[OK] Frame 9_28.png (class: 9) processed in 0.051856s. Angles: [164.64758144511083, 178.2905799735868, 97.72205854745958, 104.8000891405749]\n",
      "[OK] Frame 9_29.png (class: 9) processed in 0.051818s. Angles: [164.88789882210997, 177.78093669655647, 97.81215089129945, 105.1580799101101]\n",
      "[OK] Frame 9_30.png (class: 9) processed in 0.056806s. Angles: [164.9723014889373, 177.887223593105, 98.02524955488981, 105.42800377490339]\n",
      "[OK] Frame 9_31.png (class: 9) processed in 0.057505s. Angles: [164.7667150456647, 178.561473444979, 98.10455900367614, 105.65424436235726]\n",
      "[OK] Frame 9_32.png (class: 9) processed in 0.052068s. Angles: [164.39951160896928, 179.48225266278806, 98.32124821500065, 105.70478840045315]\n",
      "[OK] Frame 9_33.png (class: 9) processed in 0.055266s. Angles: [164.19965292132642, 179.65195526948122, 98.45187314577997, 105.8343070393178]\n",
      "[OK] Frame 9_34.png (class: 9) processed in 0.052029s. Angles: [163.75386419962982, 179.86522315051087, 98.50275799624417, 105.7115648622775]\n",
      "[OK] Frame 9_35.png (class: 9) processed in 0.053219s. Angles: [164.2480169973963, 179.8408988890412, 98.70894001997608, 105.55850200975105]\n",
      "[OK] Frame 9_36.png (class: 9) processed in 0.051936s. Angles: [165.14646393829193, 179.79339070483718, 98.8816656865113, 105.33534347247478]\n",
      "[OK] Frame 9_37.png (class: 9) processed in 0.052147s. Angles: [165.4607421368245, 179.66964289073465, 98.8942366861705, 105.13415311328892]\n",
      "[OK] Frame 9_38.png (class: 9) processed in 0.051721s. Angles: [165.5128849183762, 179.60144486925236, 98.69710305749864, 105.00256949950402]\n",
      "[OK] Frame 9_39.png (class: 9) processed in 0.053606s. Angles: [165.77107644091868, 179.49244865085586, 98.59821572953278, 104.8900034816175]\n",
      "[OK] Frame 9_40.png (class: 9) processed in 0.057268s. Angles: [166.28622604327128, 179.17256494168697, 98.58470487126611, 104.80129062355614]\n",
      "[OK] Frame 9_41.png (class: 9) processed in 0.053033s. Angles: [166.7319921044159, 179.00477075655726, 98.60154415963535, 104.73696820711268]\n",
      "[OK] Frame 9_42.png (class: 9) processed in 0.051452s. Angles: [167.02156655732566, 178.79195363176723, 98.54543590774406, 104.7282132809496]\n",
      "[OK] Frame 9_43.png (class: 9) processed in 0.053563s. Angles: [167.54785442545017, 178.48065754114276, 98.48656860281201, 104.69827168510139]\n",
      "[OK] Frame 9_44.png (class: 9) processed in 0.052049s. Angles: [167.75744623714112, 178.39477330941523, 98.39357298063945, 104.70131504669494]\n",
      "[OK] Frame 9_45.png (class: 9) processed in 0.051317s. Angles: [167.64569106523646, 178.5032748557827, 98.30903650789239, 104.64656885138584]\n",
      "[OK] Frame 9_46.png (class: 9) processed in 0.051463s. Angles: [167.97868285804896, 178.95255624630263, 98.60729851271563, 104.69431765507915]\n",
      "[OK] Frame 9_47.png (class: 9) processed in 0.051991s. Angles: [167.78302641105313, 179.7444047816874, 99.43862303529005, 104.90084455385302]\n",
      "[OK] Frame 9_48.png (class: 9) processed in 0.052205s. Angles: [168.14990660898627, 179.1104564388295, 100.54229804980264, 105.37161634180208]\n",
      "[OK] Frame 9_49.png (class: 9) processed in 0.053561s. Angles: [172.0695404291811, 179.68058106086994, 103.23605699971884, 106.2943536487411]\n",
      "[OK] Frame 9_50.png (class: 9) processed in 0.056689s. Angles: [176.641614091854, 178.49887928575913, 106.31036583637962, 107.7914341576797]\n",
      "[OK] Frame 9_51.png (class: 9) processed in 0.051314s. Angles: [178.97594805809183, 179.2290229208658, 108.87834876834295, 108.93981050052976]\n",
      "[OK] Frame 9_52.png (class: 9) processed in 0.056748s. Angles: [177.66441134202063, 177.84164040637114, 111.01598851376187, 110.425152603173]\n",
      "[OK] Frame 9_53.png (class: 9) processed in 0.053262s. Angles: [176.99060101403597, 176.34013223037513, 112.10063675416298, 112.32065899300264]\n",
      "[OK] Frame 9_54.png (class: 9) processed in 0.054781s. Angles: [177.59156301897198, 175.02829450224306, 112.49453340773542, 113.76848310406609]\n",
      "[OK] Frame 9_55.png (class: 9) processed in 0.051788s. Angles: [179.08758796668315, 174.60765985167, 112.72410412022396, 115.10606994554722]\n",
      "[OK] Frame 9_56.png (class: 9) processed in 0.052071s. Angles: [179.5658890529174, 173.68760663546223, 113.65699945024532, 116.17331233145964]\n",
      "[OK] Frame 9_57.png (class: 9) processed in 0.052403s. Angles: [179.2052950074949, 172.14175934103076, 114.9710588382538, 116.8054934851481]\n",
      "[OK] Frame 9_58.png (class: 9) processed in 0.051289s. Angles: [179.12434710438058, 173.21305522786145, 115.9967269294259, 117.6501643791842]\n",
      "[OK] Frame 9_59.png (class: 9) processed in 0.052577s. Angles: [179.97853473013217, 173.39091380796404, 116.62350810711887, 118.21079268538111]\n",
      "[OK] Frame 9_60.png (class: 9) processed in 0.051483s. Angles: [178.6397065275581, 172.98033870960603, 117.87020863494185, 118.40658034969879]\n",
      "[OK] Frame 9_61.png (class: 9) processed in 0.051032s. Angles: [178.39835050242476, 173.01308449458034, 118.46594909204894, 118.66051236422551]\n",
      "[OK] Frame 9_62.png (class: 9) processed in 0.051375s. Angles: [179.53800049221047, 172.1899115442336, 118.65613394521394, 118.75148446882667]\n",
      "[OK] Frame 9_63.png (class: 9) processed in 0.054122s. Angles: [179.3647104935583, 171.69987593434197, 118.99307468502562, 118.9791195792086]\n",
      "[OK] Frame 9_64.png (class: 9) processed in 0.060252s. Angles: [178.5211872726118, 171.13336079913145, 119.09824402439355, 119.6092396828618]\n",
      "[OK] Frame 9_65.png (class: 9) processed in 0.055095s. Angles: [177.18485587624036, 171.36027811696607, 119.17298923941354, 120.24407269705242]\n",
      "[OK] Frame 9_66.png (class: 9) processed in 0.053055s. Angles: [176.03150110931475, 171.57708225365778, 119.23782111549454, 120.70010033677607]\n",
      "[OK] Frame 9_67.png (class: 9) processed in 0.058331s. Angles: [174.99210430752416, 170.9951158897609, 119.42704747374704, 120.98591528774729]\n",
      "[OK] Frame 9_68.png (class: 9) processed in 0.063602s. Angles: [174.01363007077978, 170.51608271023804, 119.42699402869916, 121.39331050358017]\n",
      "[OK] Frame 9_69.png (class: 9) processed in 0.053477s. Angles: [173.65542595812101, 170.444041430833, 119.48815823544564, 121.62955171316155]\n",
      "[OK] Frame 9_70.png (class: 9) processed in 0.057297s. Angles: [173.47545250392983, 170.4564914194867, 119.61144815885466, 121.73684279383527]\n",
      "[OK] Frame 9_71.png (class: 9) processed in 0.058848s. Angles: [173.47917958939374, 170.7151001301643, 119.7707429912669, 121.69059439241238]\n",
      "[OK] Frame 9_72.png (class: 9) processed in 0.05099s. Angles: [173.3657168181195, 170.83908680696558, 119.70790697856644, 121.5628124232215]\n",
      "[OK] Frame 9_73.png (class: 9) processed in 0.053681s. Angles: [173.45227303217902, 171.902669830268, 119.63350189274065, 121.38614464790204]\n",
      "[OK] Frame 9_74.png (class: 9) processed in 0.052138s. Angles: [173.19145878461367, 174.21032945757034, 119.37807213673013, 121.11281587124788]\n",
      "[OK] Frame 9_75.png (class: 9) processed in 0.054682s. Angles: [173.7495638472624, 175.757428634724, 119.28629674134775, 120.1830193432805]\n",
      "[OK] Frame 9_76.png (class: 9) processed in 0.053523s. Angles: [175.61220902770066, 176.8476698404418, 119.04207368534007, 119.1161609768975]\n",
      "[OK] Frame 9_77.png (class: 9) processed in 0.051209s. Angles: [178.76224470835353, 176.45755722048625, 118.65618044432604, 117.22099736098815]\n",
      "[OK] Frame 9_78.png (class: 9) processed in 0.056261s. Angles: [178.07073902451543, 177.11561220421407, 117.90562358211712, 115.50618021017111]\n",
      "[OK] Frame 9_79.png (class: 9) processed in 0.057075s. Angles: [178.68573905515967, 177.7414606874832, 115.11002152290772, 113.95050860502329]\n",
      "[OK] Frame 9_80.png (class: 9) processed in 0.051354s. Angles: [179.66720552065615, 179.69941641248906, 112.63596102894437, 112.52594930274024]\n",
      "[OK] Frame 9_81.png (class: 9) processed in 0.051825s. Angles: [179.93568095757146, 179.20572631234958, 110.44127179096135, 110.47711398227628]\n",
      "[OK] Frame 9_82.png (class: 9) processed in 0.050193s. Angles: [176.531146596742, 176.51353488722117, 106.83094571912865, 109.25578263931058]\n",
      "[OK] Frame 9_83.png (class: 9) processed in 0.056536s. Angles: [174.66340358823484, 174.77646390567824, 104.33553186015013, 107.91741783920537]\n",
      "[OK] Frame 9_84.png (class: 9) processed in 0.05219s. Angles: [173.08853120648715, 175.4569984035177, 102.54388362709534, 106.42124711140607]\n",
      "[OK] Frame 9_85.png (class: 9) processed in 0.052696s. Angles: [171.8776817325941, 173.74474246631996, 101.01147949767626, 105.36597963274497]\n",
      "[OK] Frame 9_86.png (class: 9) processed in 0.05075s. Angles: [173.76656903099982, 174.3128778366387, 100.6108453007625, 103.80153434191352]\n",
      "[OK] Frame 9_87.png (class: 9) processed in 0.055728s. Angles: [173.68408417125536, 173.4892850046723, 97.26283238642866, 102.89408241601144]\n",
      "[OK] Frame 9_88.png (class: 9) processed in 0.054056s. Angles: [171.38306986104578, 176.73969170178222, 94.6670559957492, 100.56670714148707]\n",
      "[OK] Frame 9_89.png (class: 9) processed in 0.050804s. Angles: [170.38451325140997, 176.62025060277654, 93.34605791731934, 99.73925370241271]\n",
      "[OK] Frame 9_90.png (class: 9) processed in 0.052174s. Angles: [172.69510681566297, 176.28967654575328, 93.23520325670528, 99.18762107043744]\n",
      "[OK] Frame 9_91.png (class: 9) processed in 0.053757s. Angles: [173.4619301328847, 176.35543510852767, 92.52455835532514, 98.56637768403017]\n",
      "[OK] Frame 9_92.png (class: 9) processed in 0.053602s. Angles: [174.1092377545582, 176.35866309316236, 92.17901454827994, 97.66080400769253]\n",
      "[OK] Frame 9_93.png (class: 9) processed in 0.051764s. Angles: [174.66300498633598, 179.0289904178218, 91.71968398672132, 95.79278687931514]\n",
      "[OK] Frame 9_94.png (class: 9) processed in 0.051747s. Angles: [175.84754244059758, 179.52470646060272, 91.55793720758408, 95.19409139071611]\n",
      "[OK] Frame 9_95.png (class: 9) processed in 0.055079s. Angles: [177.13050237577258, 178.71888178656033, 90.96127575026472, 94.06869694360175]\n",
      "[OK] Frame 9_96.png (class: 9) processed in 0.051923s. Angles: [176.9041280314033, 179.41967917431143, 89.70838550552764, 94.03474515006992]\n",
      "[OK] Frame 9_97.png (class: 9) processed in 0.055371s. Angles: [175.81666387378013, 179.4214379884608, 88.30390036063922, 94.1348157401471]\n",
      "[OK] Frame 9_98.png (class: 9) processed in 0.050975s. Angles: [175.70884226742226, 178.48515792996685, 87.74829384024767, 94.21157319554939]\n",
      "[OK] Frame 9_99.png (class: 9) processed in 0.052057s. Angles: [174.35726822572119, 178.8298069134295, 86.16558399698297, 93.79162162303591]\n",
      "[OK] Frame 9_100.png (class: 9) processed in 0.054953s. Angles: [173.76388621117042, 179.20511645305882, 85.36941567692703, 93.67768313077856]\n",
      "[OK] Frame 9_101.png (class: 9) processed in 0.05292s. Angles: [172.36151307529585, 178.90680256887975, 84.03948471455976, 93.0192208342054]\n",
      "[OK] Frame 9_102.png (class: 9) processed in 0.062379s. Angles: [169.49606071215675, 179.1498636721243, 82.00677012467264, 93.22400072304018]\n",
      "[OK] Frame 9_103.png (class: 9) processed in 0.052646s. Angles: [167.10481059205716, 179.07175611554197, 80.08674239041348, 93.29224426015925]\n",
      "[OK] Frame 9_104.png (class: 9) processed in 0.05523s. Angles: [164.6071854325798, 179.05647863861168, 77.65945852634235, 93.38678844184345]\n",
      "[OK] Frame 9_105.png (class: 9) processed in 0.052262s. Angles: [164.41934426858614, 178.77622262348228, 75.94895726267082, 93.32118636783188]\n",
      "[OK] Frame 9_106.png (class: 9) processed in 0.051125s. Angles: [164.60173218313412, 178.96123660585764, 75.21647128672832, 92.70294779369382]\n",
      "[OK] Frame 9_107.png (class: 9) processed in 0.051587s. Angles: [164.65162474521426, 179.0294759398115, 73.49989078370801, 91.21501477855999]\n",
      "[OK] Frame 9_108.png (class: 9) processed in 0.055068s. Angles: [165.9735593370016, 178.81554661993334, 73.23426282919993, 89.92449526754942]\n",
      "[OK] Frame 9_109.png (class: 9) processed in 0.052202s. Angles: [167.19826740005414, 179.53958952054504, 73.0322906834318, 89.26847582879317]\n",
      "[OK] Frame 9_110.png (class: 9) processed in 0.05263s. Angles: [167.61700929346785, 178.07793990712807, 72.41607897398262, 86.83632018316412]\n",
      "[OK] Frame 9_111.png (class: 9) processed in 0.057675s. Angles: [166.75176755313603, 176.76609043392827, 71.82826327092236, 84.96468202189045]\n",
      "[OK] Frame 9_112.png (class: 9) processed in 0.051067s. Angles: [165.6979970261333, 178.73828387715562, 71.36116583675414, 82.87680261898224]\n",
      "[OK] Frame 9_113.png (class: 9) processed in 0.052208s. Angles: [166.26397761420617, 179.87047602549768, 71.33356636729577, 81.15637078331598]\n",
      "[OK] Frame 9_114.png (class: 9) processed in 0.054343s. Angles: [167.6003198495788, 178.07307257442292, 71.34662486571095, 80.36523585572371]\n",
      "[OK] Frame 9_115.png (class: 9) processed in 0.052646s. Angles: [168.49335865888216, 176.9755288056371, 71.35485927267057, 79.74268544233044]\n",
      "[OK] Frame 9_116.png (class: 9) processed in 0.052625s. Angles: [168.23257189373314, 177.9316487449523, 71.07448623152202, 79.26798568323773]\n",
      "[OK] Frame 9_117.png (class: 9) processed in 0.051375s. Angles: [167.94691509894116, 178.59555599404908, 70.93887741879125, 78.37673252007978]\n",
      "[OK] Frame 9_118.png (class: 9) processed in 0.058222s. Angles: [167.5307382567856, 179.06756994277956, 70.75026143498545, 77.90003480676883]\n",
      "[OK] Frame 9_119.png (class: 9) processed in 0.06489s. Angles: [167.53658475415315, 179.91362204832964, 70.82901310188328, 77.864523658123]\n",
      "[OK] Frame 9_120.png (class: 9) processed in 0.060852s. Angles: [167.95482087152337, 179.91574901271636, 71.13325618548966, 78.16190460847639]\n",
      "[OK] Frame 9_121.png (class: 9) processed in 0.051649s. Angles: [168.0716104803643, 179.9562405237666, 71.41523384592911, 78.89098683185041]\n",
      "[OK] Frame 9_122.png (class: 9) processed in 0.061201s. Angles: [165.7001527966948, 179.6665632694549, 71.4065961948519, 79.19036291486512]\n",
      "[OK] Frame 9_123.png (class: 9) processed in 0.055208s. Angles: [161.64603655636108, 177.48056634452342, 71.62217595999203, 79.37127036531174]\n",
      "[OK] Frame 9_124.png (class: 9) processed in 0.064681s. Angles: [159.8234151918068, 173.7494142827976, 72.11929523838963, 79.86078718846159]\n",
      "[OK] Frame 9_125.png (class: 9) processed in 0.05557s. Angles: [159.48356284043214, 171.64049013625535, 73.31529072522072, 81.12259485045273]\n",
      "[OK] Frame 9_126.png (class: 9) processed in 0.057109s. Angles: [160.300767333981, 169.6226950439146, 75.06392188339665, 82.79485646002628]\n",
      "[OK] Frame 9_127.png (class: 9) processed in 0.056764s. Angles: [161.28364500449933, 168.94379168847092, 76.62207322486987, 84.54669557370147]\n",
      "[OK] Frame 9_128.png (class: 9) processed in 0.051774s. Angles: [160.60313051589085, 167.87742827576358, 77.61574923792253, 85.2001728328277]\n",
      "[OK] Frame 9_129.png (class: 9) processed in 0.051226s. Angles: [160.98910254410643, 168.1404348797115, 78.41722781874088, 85.5682806331822]\n",
      "[OK] Frame 9_130.png (class: 9) processed in 0.051882s. Angles: [161.65908195130635, 169.46993349945535, 78.38076480342494, 85.82539891982418]\n",
      "[OK] Frame 9_131.png (class: 9) processed in 0.056859s. Angles: [161.53079234967055, 169.40280713409112, 78.15305501927523, 85.38940045135504]\n",
      "[OK] Frame 9_132.png (class: 9) processed in 0.053273s. Angles: [163.28936348761906, 171.84566777391532, 78.0916772601559, 83.34373067412685]\n",
      "[OK] Frame 9_133.png (class: 9) processed in 0.051752s. Angles: [165.6662958049221, 175.31723527638317, 75.98667468226009, 80.38838572028227]\n",
      "[OK] Frame 9_134.png (class: 9) processed in 0.052221s. Angles: [165.77991300454647, 177.18772177182157, 72.38760632694057, 77.07645187549248]\n",
      "[OK] Frame 9_135.png (class: 9) processed in 0.052732s. Angles: [165.0410543324927, 178.2462287932866, 68.53858076211095, 73.9664084373997]\n",
      "[OK] Frame 9_136.png (class: 9) processed in 0.054796s. Angles: [165.38158583747457, 176.11898328917556, 65.52131369820569, 69.69498972201431]\n",
      "[OK] Frame 9_137.png (class: 9) processed in 0.051835s. Angles: [164.68432592363635, 174.56475586772493, 61.899950663851264, 66.81313665365803]\n",
      "[OK] Frame 9_138.png (class: 9) processed in 0.051315s. Angles: [164.8122020430827, 172.00425301246014, 59.53504062701059, 62.95213555339711]\n",
      "[OK] Frame 9_139.png (class: 9) processed in 0.052292s. Angles: [165.2810007085471, 170.19605704676, 57.99973512273984, 60.20104287113265]\n",
      "[OK] Frame 9_140.png (class: 9) processed in 0.051617s. Angles: [164.12913420662494, 172.52240974096998, 56.07884426856971, 59.28541027326536]\n",
      "[OK] Frame 9_141.png (class: 9) processed in 0.05113s. Angles: [164.7692941194802, 174.591468497388, 54.70337501661764, 58.32483563096757]\n",
      "[OK] Frame 9_142.png (class: 9) processed in 0.051137s. Angles: [165.47709799581102, 177.09798428770114, 53.8964523191848, 57.923412064510366]\n",
      "[OK] Frame 9_143.png (class: 9) processed in 0.05222s. Angles: [165.61199439034107, 177.4260885677865, 52.5612832032845, 57.20403755407575]\n",
      "[OK] Frame 9_144.png (class: 9) processed in 0.055865s. Angles: [165.08616956649726, 177.71226099577234, 51.64899712273136, 56.458947097690384]\n",
      "[OK] Frame 9_145.png (class: 9) processed in 0.051559s. Angles: [163.91528556286184, 175.62601163901857, 50.685537629589504, 55.361212047692305]\n",
      "[OK] Frame 9_146.png (class: 9) processed in 0.051691s. Angles: [164.01229047701912, 176.7998094192421, 50.121632559720666, 54.52430688266]\n",
      "[OK] Frame 9_147.png (class: 9) processed in 0.051757s. Angles: [164.386054671827, 176.64335360835906, 49.89172924854124, 53.75625175011703]\n",
      "[OK] Frame 9_148.png (class: 9) processed in 0.051566s. Angles: [164.75900672712214, 176.65714012044722, 49.82444073724397, 53.33614880921321]\n",
      "[OK] Frame 9_149.png (class: 9) processed in 0.051258s. Angles: [164.57670897712472, 177.2064012385757, 49.75988862327411, 53.585501957122034]\n",
      "[OK] Frame 9_150.png (class: 9) processed in 0.054782s. Angles: [164.0735228310919, 176.15465191527443, 49.92156677254269, 53.596454354627866]\n",
      "[OK] Frame 9_151.png (class: 9) processed in 0.052116s. Angles: [163.5336172189327, 176.32995471763576, 49.99438071577567, 54.000306109590454]\n",
      "[OK] Frame 9_152.png (class: 9) processed in 0.052669s. Angles: [162.09551520475085, 174.96153341350515, 51.1107958377882, 54.47005024573741]\n",
      "[OK] Frame 9_153.png (class: 9) processed in 0.052184s. Angles: [161.57680074050572, 170.48090534393486, 53.29029310999054, 55.78641106265691]\n",
      "[OK] Frame 9_154.png (class: 9) processed in 0.050779s. Angles: [162.2611803000556, 166.99491336305522, 57.08408631154868, 57.203397747390966]\n",
      "[OK] Frame 9_155.png (class: 9) processed in 0.053774s. Angles: [160.60220353837846, 166.03877677184713, 61.95277588845086, 60.218135621168436]\n",
      "[OK] Frame 9_156.png (class: 9) processed in 0.055278s. Angles: [159.30399164859665, 168.33269995791886, 65.90315261779479, 64.29177015167792]\n",
      "[OK] Frame 9_157.png (class: 9) processed in 0.053619s. Angles: [158.86393278970326, 167.42341347716757, 69.46566041296101, 67.37547720266582]\n",
      "[OK] Frame 9_158.png (class: 9) processed in 0.052109s. Angles: [159.95202946080417, 164.67009441272307, 74.10852710556622, 69.86944280951104]\n",
      "[SKIP] Frame 9_159.png (class: 9) processed in 0.056177s. Angles: [164.97514873683366, 163.5628633157605, 78.8569001183024, 73.92887154577097]\n",
      "[SKIP] Frame 9_160.png (class: 9) processed in 0.052622s. Angles: [166.01437066424103, 166.372029218583, 81.57017475980572, 79.57964786117122]\n",
      "[SKIP] Frame 9_161.png (class: 9) processed in 0.050344s. Angles: [163.79845157812807, 169.99854352054646, 84.40372975024982, 85.59709218698734]\n",
      "[SKIP] Frame 9_162.png (class: 9) processed in 0.051665s. Angles: [166.51388868748197, 178.19507602933402, 88.77772343035322, 91.95571047285455]\n",
      "[OK] Frame 9_163.png (class: 9) processed in 0.055554s. Angles: [165.3893663995038, 175.94316859805298, 90.90696954270305, 94.77072847414618]\n",
      "[OK] Frame 9_164.png (class: 9) processed in 0.051635s. Angles: [164.88567993541227, 176.99279456685414, 93.4102841377928, 96.35898941126091]\n",
      "[OK] Frame 9_165.png (class: 9) processed in 0.051414s. Angles: [165.3785600415513, 178.35678023975512, 95.36213023408834, 98.40716038902782]\n",
      "[OK] Frame 9_166.png (class: 9) processed in 0.052218s. Angles: [164.7436453923216, 176.35567841654233, 96.80452447219966, 98.98542778499204]\n",
      "[OK] Frame 9_167.png (class: 9) processed in 0.052424s. Angles: [165.24587718924948, 175.23715674615198, 98.35077737940605, 99.3842986711197]\n",
      "[OK] Frame 9_168.png (class: 9) processed in 0.052189s. Angles: [164.02519632215095, 176.68686669725628, 98.25942932665569, 100.1761629294989]\n",
      "[OK] Frame 9_169.png (class: 9) processed in 0.052213s. Angles: [162.41554722508974, 176.7273639301379, 98.62076889200553, 100.72079237009939]\n",
      "[OK] Frame 9_170.png (class: 9) processed in 0.053245s. Angles: [164.7498746078536, 178.2973082976485, 99.88134585768825, 102.17335385410989]\n",
      "[OK] Frame 9_171.png (class: 9) processed in 0.052484s. Angles: [164.18836260468115, 179.69553999090073, 100.79669225951271, 103.70698317237714]\n",
      "[OK] Frame 9_172.png (class: 9) processed in 0.053818s. Angles: [164.38376087455853, 178.5364615772203, 101.84265402033029, 104.8286495498214]\n",
      "[OK] Frame 9_173.png (class: 9) processed in 0.052709s. Angles: [164.89038721529352, 177.03387592812842, 102.94540505408553, 105.70453694791019]\n",
      "[OK] Frame 9_174.png (class: 9) processed in 0.052184s. Angles: [167.36736616970165, 176.62014528997304, 104.89599799629289, 106.93209525408429]\n",
      "[OK] Frame 9_175.png (class: 9) processed in 0.051874s. Angles: [169.73312214160654, 176.15362217128364, 106.56046853531089, 107.96315295915169]\n",
      "[OK] Frame 9_176.png (class: 9) processed in 0.052101s. Angles: [172.54048989391876, 175.77695925504642, 108.07321209909486, 108.7064869790774]\n",
      "[OK] Frame 9_177.png (class: 9) processed in 0.051787s. Angles: [172.83647656162447, 175.39809937899034, 108.6146278121963, 108.81051068614377]\n",
      "[OK] Frame 9_178.png (class: 9) processed in 0.057264s. Angles: [173.05416837839215, 177.1782490536259, 108.92441442888743, 109.41778580464525]\n",
      "[OK] Frame 9_179.png (class: 9) processed in 0.058532s. Angles: [171.7648714115353, 177.73779446503394, 108.45073844986017, 109.02061609733961]\n",
      "[OK] Frame 9_180.png (class: 9) processed in 0.073168s. Angles: [171.25773823043613, 177.75531995887246, 107.60653282805966, 108.50514216922672]\n",
      "[OK] Frame 9_181.png (class: 9) processed in 0.053072s. Angles: [171.0956113339152, 179.73386560621591, 107.35222297570718, 108.26171891536718]\n",
      "[OK] Frame 9_182.png (class: 9) processed in 0.056799s. Angles: [170.19823902761246, 177.92575616227975, 105.9400817470286, 107.42905480663985]\n",
      "[OK] Frame 9_183.png (class: 9) processed in 0.055928s. Angles: [167.91686887570165, 177.52764771431472, 103.14650429970189, 104.9981385404333]\n",
      "[OK] Frame 9_184.png (class: 9) processed in 0.050618s. Angles: [169.73038047067445, 175.64999961102495, 102.30954384429316, 102.97360533902545]\n",
      "[OK] Frame 9_185.png (class: 9) processed in 0.052906s. Angles: [170.3863233099387, 174.21309707999285, 100.33070994487865, 100.94513025116464]\n",
      "[OK] Frame 9_186.png (class: 9) processed in 0.051513s. Angles: [172.13422032595665, 173.8966608796748, 99.01045812951502, 99.8405198715747]\n",
      "[OK] Frame 9_187.png (class: 9) processed in 0.058882s. Angles: [173.56384831131237, 175.40182481446342, 98.89545504191547, 98.4982633070494]\n",
      "[OK] Frame 9_188.png (class: 9) processed in 0.052809s. Angles: [173.1588666029318, 177.2322078548542, 98.43988562407436, 97.6116034340938]\n",
      "[OK] Frame 9_189.png (class: 9) processed in 0.051532s. Angles: [172.32984238325295, 178.5186166596101, 98.6035853003517, 97.23761342143374]\n",
      "[OK] Frame 9_190.png (class: 9) processed in 0.053477s. Angles: [172.39326424184333, 179.54352589680684, 98.8358241431295, 97.16450732768652]\n",
      "[OK] Frame 9_191.png (class: 9) processed in 0.053624s. Angles: [171.1540673062146, 179.35567035498818, 99.00907367778609, 97.8664142766419]\n",
      "[OK] Frame 9_192.png (class: 9) processed in 0.060296s. Angles: [168.67789859408393, 179.6460470247409, 99.11078689753441, 97.94967142517365]\n",
      "[OK] Frame 9_193.png (class: 9) processed in 0.056089s. Angles: [165.89704274184714, 178.58591733047982, 99.34666564217702, 98.51540346835515]\n",
      "[OK] Frame 9_194.png (class: 9) processed in 0.050995s. Angles: [164.26318592356424, 178.13506835933484, 99.94906474548434, 99.18992702730093]\n",
      "[OK] Frame 9_195.png (class: 9) processed in 0.061317s. Angles: [163.32777327144817, 178.3036892519682, 100.70745916214382, 100.15230677521762]\n",
      "[OK] Frame 9_196.png (class: 9) processed in 0.05414s. Angles: [162.8715751483033, 177.8759001772579, 101.757519766348, 101.11795289404586]\n",
      "[OK] Frame 9_197.png (class: 9) processed in 0.062302s. Angles: [164.84670006667213, 177.3383124472927, 103.6410657775228, 101.87477107708979]\n",
      "[OK] Frame 9_198.png (class: 9) processed in 0.052099s. Angles: [167.3466465010807, 178.5912397989294, 106.81792896367085, 103.93717915603887]\n",
      "[OK] Frame 9_199.png (class: 9) processed in 0.052097s. Angles: [171.70320775416366, 178.4535512924192, 111.18353341925345, 106.05577609005393]\n",
      "Done! Total frames - ok: 1921, corrupted: 79\n"
     ]
    }
   ],
   "source": [
    "from datetime import datetime, timedelta\n",
    "import cv2\n",
    "import mediapipe as mp\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "\n",
    "mp_holistic = mp.solutions.holistic\n",
    "\n",
    "cv2.namedWindow(HANDY_WINDOW)\n",
    "\n",
    "with mp_holistic.Holistic(\n",
    "    min_detection_confidence=0.7, min_tracking_confidence=0.95\n",
    ") as holistic:\n",
    "    last_process = datetime.now()\n",
    "\n",
    "    total_frames_ok = 0\n",
    "    total_frames_corrupted = 0\n",
    "\n",
    "    # We calculate 6 angles in total + there's class_name at the start, so create a pandas dataframe with this shape\n",
    "    # Note: for now, using only 4 angles\n",
    "    angles_with_classname = []\n",
    "\n",
    "    for class_name, items in class_dict.items():\n",
    "        previous_angles = None\n",
    "\n",
    "        for image in items:\n",
    "            frame = cv2.imread(path.join(\"frames\", image))\n",
    "            new_angles, are_similar = handle_frame(frame, holistic, class_name, previous_angles)\n",
    "            \n",
    "            if new_angles is not None:\n",
    "                print(f\"{'[OK]' if are_similar else '[SKIP]'} Frame {image} (class: {class_name}) processed in {(datetime.now() - last_process).total_seconds()}s. Angles: {new_angles}\")\n",
    "                previous_angles = new_angles\n",
    "                if are_similar:\n",
    "                    total_frames_ok += 1\n",
    "                    angles_with_classname.append([class_name] + new_angles)\n",
    "                else:\n",
    "                    total_frames_corrupted += 1            \n",
    "            else:\n",
    "                print(f\"Frame wasn't processed - no detection\")\n",
    "                total_frames_corrupted += 1\n",
    "            if (cv2.waitKey(1) & 0xFF == ord(\"q\")):\n",
    "                break\n",
    "            last_process = datetime.now()\n",
    "\n",
    "df = pd.DataFrame(angles_with_classname, columns=['class_name'] + [f\"angle_{i}\" for i in range(4)])\n",
    "# Save data to csv file\n",
    "df.to_csv(\"data.csv\", index=None)\n",
    "print(f\"Done! Total frames - ok: {total_frames_ok}, corrupted: {total_frames_corrupted}\")\n",
    "\n",
    "cv2.destroyAllWindows()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th>class_name</th>\n",
       "      <th>0</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "      <th>3</th>\n",
       "      <th>4</th>\n",
       "      <th>5</th>\n",
       "      <th>6</th>\n",
       "      <th>7</th>\n",
       "      <th>8</th>\n",
       "      <th>9</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>angle_0</th>\n",
       "      <td>175.430865</td>\n",
       "      <td>65.244394</td>\n",
       "      <td>177.389995</td>\n",
       "      <td>69.071231</td>\n",
       "      <td>178.125689</td>\n",
       "      <td>174.791652</td>\n",
       "      <td>169.418877</td>\n",
       "      <td>165.900355</td>\n",
       "      <td>179.341858</td>\n",
       "      <td>168.557183</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>angle_1</th>\n",
       "      <td>177.384396</td>\n",
       "      <td>178.661281</td>\n",
       "      <td>71.991832</td>\n",
       "      <td>77.302591</td>\n",
       "      <td>171.753887</td>\n",
       "      <td>172.636777</td>\n",
       "      <td>169.253499</td>\n",
       "      <td>178.002602</td>\n",
       "      <td>163.903794</td>\n",
       "      <td>175.873084</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>angle_2</th>\n",
       "      <td>8.930515</td>\n",
       "      <td>78.591398</td>\n",
       "      <td>9.430911</td>\n",
       "      <td>67.567171</td>\n",
       "      <td>31.444923</td>\n",
       "      <td>11.384539</td>\n",
       "      <td>163.712005</td>\n",
       "      <td>75.579403</td>\n",
       "      <td>9.513142</td>\n",
       "      <td>92.555522</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>angle_3</th>\n",
       "      <td>7.807958</td>\n",
       "      <td>6.678074</td>\n",
       "      <td>66.586369</td>\n",
       "      <td>72.905931</td>\n",
       "      <td>138.655044</td>\n",
       "      <td>149.835490</td>\n",
       "      <td>165.047935</td>\n",
       "      <td>6.603469</td>\n",
       "      <td>68.401107</td>\n",
       "      <td>97.081828</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "class_name           0           1           2          3           4  \\\n",
       "angle_0     175.430865   65.244394  177.389995  69.071231  178.125689   \n",
       "angle_1     177.384396  178.661281   71.991832  77.302591  171.753887   \n",
       "angle_2       8.930515   78.591398    9.430911  67.567171   31.444923   \n",
       "angle_3       7.807958    6.678074   66.586369  72.905931  138.655044   \n",
       "\n",
       "class_name           5           6           7           8           9  \n",
       "angle_0     174.791652  169.418877  165.900355  179.341858  168.557183  \n",
       "angle_1     172.636777  169.253499  178.002602  163.903794  175.873084  \n",
       "angle_2      11.384539  163.712005   75.579403    9.513142   92.555522  \n",
       "angle_3     149.835490  165.047935    6.603469   68.401107   97.081828  "
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mean_values = df.groupby('class_name')[\n",
    "    [f\"angle_{angle_index}\" for angle_index in range(len(df.columns) - 1)]\n",
    "].mean()\n",
    "\n",
    "mean_values.T"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: title={'center': 'Mean Values by Class'}, xlabel='class_name', ylabel='Mean Values'>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot the mean values\n",
    "mean_values.plot(kind='bar', ylabel='Mean Values', title='Mean Values by Class')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'0': 2000, '1': 200, '2': 200, '3': 200, '4': 200, '5': 200, '6': 200, '7': 200, '8': 200, '9': 200, '10': 0, '11': 0, '12': 0}\n"
     ]
    }
   ],
   "source": [
    "# Get number of data per each class\n",
    "\n",
    "all_frames = os.listdir(\"frames/\")\n",
    "result = {}\n",
    "\n",
    "for class_name in POSES:\n",
    "    # Use a list comprehension to filter files that start with \"0_\"\n",
    "    matching_files = [filename for filename in all_frames if filename.startswith(f\"{class_name}_\")]\n",
    "\n",
    "    # Get the number of matching files\n",
    "    number_of_matching_files = len(matching_files)\n",
    "    result[class_name] = number_of_matching_files\n",
    "\n",
    "print(result)\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "handy",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.4"
  },
  "orig_nbformat": 4
 },
 "nbformat": 4,
 "nbformat_minor": 2
}