Depth_anything_v2.ipynb

{
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     "text": [
      "Mon Jul  8 13:55:30 2024       \n",
      "+-----------------------------------------------------------------------------+\n",
      "| NVIDIA-SMI 525.116.04   Driver Version: 525.116.04   CUDA Version: 12.0     |\n",
      "|-------------------------------+----------------------+----------------------+\n",
      "| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |\n",
      "| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |\n",
      "|                               |                      |               MIG M. |\n",
      "|===============================+======================+======================|\n",
      "|   0  NVIDIA RTX A4000    Off  | 00000000:00:05.0 Off |                  Off |\n",
      "| 41%   36C    P8    16W / 140W |      1MiB / 16376MiB |      0%      Default |\n",
      "|                               |                      |                  N/A |\n",
      "+-------------------------------+----------------------+----------------------+\n",
      "                                                                               \n",
      "+-----------------------------------------------------------------------------+\n",
      "| Processes:                                                                  |\n",
      "|  GPU   GI   CI        PID   Type   Process name                  GPU Memory |\n",
      "|        ID   ID                                                   Usage      |\n",
      "|=============================================================================|\n",
      "|  No running processes found                                                 |\n",
      "+-----------------------------------------------------------------------------+\n"
     ]
    }
   ],
   "source": [
    "!nvidia-smi"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "6516c2b8-d962-4ba4-8dec-18d807f5e278",
   "metadata": {
    "execution": {
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     "shell.execute_reply": "2024-07-08T13:56:22.080997Z",
     "shell.execute_reply.started": "2024-07-08T13:56:22.041253Z"
    }
   },
   "outputs": [],
   "source": [
    "from PIL import Image\n",
    "import requests"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "c1b22f8b-9325-44c1-9ce7-a10ecea0aff3",
   "metadata": {
    "execution": {
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   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Cloning into 'Depth-Anything'...\n",
      "remote: Enumerating objects: 441, done.\u001b[K\n",
      "remote: Counting objects: 100% (161/161), done.\u001b[K\n",
      "remote: Compressing objects: 100% (120/120), done.\u001b[K\n",
      "remote: Total 441 (delta 114), reused 41 (delta 41), pack-reused 280\u001b[K\n",
      "Receiving objects: 100% (441/441), 237.90 MiB | 2.62 MiB/s, done.\n",
      "Resolving deltas: 100% (157/157), done.\n",
      "Updating files: 100% (220/220), done.\n"
     ]
    }
   ],
   "source": [
    "!git clone https://github.com/LiheYoung/Depth-Anything"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "f485e3ab-7f15-406f-bb6b-ad5fa090df5a",
   "metadata": {
    "execution": {
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    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/notebooks/Depth-Anything\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/usr/local/lib/python3.11/dist-packages/IPython/core/magics/osm.py:417: UserWarning: using dhist requires you to install the `pickleshare` library.\n",
      "  self.shell.db['dhist'] = compress_dhist(dhist)[-100:]\n"
     ]
    }
   ],
   "source": [
    "cd Depth-Anything"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "4fd2c5c1-043a-4eeb-876c-6c482e139cff",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-07-08T14:01:36.963850Z",
     "iopub.status.busy": "2024-07-08T14:01:36.963385Z",
     "iopub.status.idle": "2024-07-08T14:01:37.109775Z",
     "shell.execute_reply": "2024-07-08T14:01:37.109199Z",
     "shell.execute_reply.started": "2024-07-08T14:01:36.963830Z"
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   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "LICENSE    \u001b[0m\u001b[01;34massets\u001b[0m/          gallery.md        run.py        \u001b[01;34mtorchhub\u001b[0m/\n",
      "README.md  \u001b[01;34mcontrolnet\u001b[0m/      \u001b[01;34mmetric_depth\u001b[0m/     run_video.py\n",
      "app.py     \u001b[01;34mdepth_anything\u001b[0m/  requirements.txt  \u001b[01;34msemseg\u001b[0m/\n"
     ]
    }
   ],
   "source": [
    "ls"
   ]
  },
  {
   "cell_type": "code",
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     "iopub.status.idle": "2024-07-08T14:02:04.203547Z",
     "shell.execute_reply": "2024-07-08T14:02:04.202971Z",
     "shell.execute_reply.started": "2024-07-08T14:01:54.692637Z"
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   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
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      "\u001b[?25hDownloading websockets-11.0.3-cp311-cp311-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl (130 kB)\n",
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      "\u001b[?25hDownloading mdurl-0.1.2-py3-none-any.whl (10.0 kB)\n",
      "Building wheels for collected packages: ffmpy\n",
      "  Building wheel for ffmpy (setup.py) ... \u001b[?25ldone\n",
      "\u001b[?25h  Created wheel for ffmpy: filename=ffmpy-0.3.2-py3-none-any.whl size=5584 sha256=c64678fcf25b026eadcc685ec80df519229f261ab4dc877e30128f51e9acae2b\n",
      "  Stored in directory: /root/.cache/pip/wheels/55/3c/f2/f6e34046bac0d57c13c7d08123b85872423b89c8f59bafda51\n",
      "Successfully built ffmpy\n",
      "Installing collected packages: pydub, ffmpy, websockets, toolz, tomlkit, semantic-version, python-multipart, pydantic-core, orjson, mdurl, importlib-resources, h11, annotated-types, uvicorn, starlette, pydantic, markdown-it-py, httpcore, rich, httpx, fastapi, gradio-client, altair, gradio, gradio_imageslider\n",
      "  Attempting uninstall: pydantic\n",
      "    Found existing installation: pydantic 1.10.14\n",
      "    Uninstalling pydantic-1.10.14:\n",
      "      Successfully uninstalled pydantic-1.10.14\n",
      "\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n",
      "deepspeed 0.10.3 requires pydantic<2.0.0, but you have pydantic 2.8.2 which is incompatible.\u001b[0m\u001b[31m\n",
      "\u001b[0mSuccessfully installed altair-5.3.0 annotated-types-0.7.0 fastapi-0.110.3 ffmpy-0.3.2 gradio-4.14.0 gradio-client-0.8.0 gradio_imageslider-0.0.20 h11-0.14.0 httpcore-1.0.5 httpx-0.27.0 importlib-resources-6.4.0 markdown-it-py-3.0.0 mdurl-0.1.2 orjson-3.10.6 pydantic-2.8.2 pydantic-core-2.20.1 pydub-0.25.1 python-multipart-0.0.9 rich-13.7.1 semantic-version-2.10.0 starlette-0.37.2 tomlkit-0.12.0 toolz-0.12.1 uvicorn-0.30.1 websockets-11.0.3\n",
      "\u001b[33mWARNING: Running pip as the 'root' user can result in broken permissions and conflicting behaviour with the system package manager. It is recommended to use a virtual environment instead: https://pip.pypa.io/warnings/venv\u001b[0m\u001b[33m\n",
      "\u001b[0m"
     ]
    }
   ],
   "source": [
    "!pip install -r requirements.txt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "36cb3c8e-4e3e-48d1-be7d-ab6f75a76764",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2024-07-08T14:04:16.800133Z",
     "iopub.status.busy": "2024-07-08T14:04:16.799392Z",
     "iopub.status.idle": "2024-07-08T14:07:17.138638Z",
     "shell.execute_reply": "2024-07-08T14:07:17.138081Z",
     "shell.execute_reply.started": "2024-07-08T14:04:16.800105Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "xFormers not available\n",
      "xFormers not available\n",
      "Running on local URL:  http://127.0.0.1:7860\n",
      "IMPORTANT: You are using gradio version 4.14.0, however version 4.29.0 is available, please upgrade.\n",
      "--------\n",
      "Running on public URL: https://a7705614c7490b59dd.gradio.live\n",
      "\n",
      "This share link expires in 72 hours. For free permanent hosting and GPU upgrades, run `gradio deploy` from Terminal to deploy to Spaces (https://huggingface.co/spaces)\n",
      "^C\n",
      "Keyboard interruption in main thread... closing server.\n",
      "Killing tunnel 127.0.0.1:7860 <> https://a7705614c7490b59dd.gradio.live\n"
     ]
    }
   ],
   "source": [
    "!python app.py"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "8ae9b9b2-e822-479c-9364-67f3af27ff7b",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a071e525-c71a-4b3d-a59c-94204840ba39",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d3448093-4867-4256-b3e3-16917c3903d8",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a869c09d-914f-49f2-ad49-77242e326808",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.7"
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 },
 "nbformat": 4,
 "nbformat_minor": 5
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