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Created using Colaboratory #846

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d75a552
Created using Colaboratory
Bobbyorr007 Mar 12, 2022
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Bobbyorr007 Mar 16, 2022
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Delete Object_Detection_Inference_on_TF_2_and_TF_Hub.ipynb
Bobbyorr007 Mar 16, 2022
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Bobbyorr007 Mar 16, 2022
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Created using Colaboratory
Bobbyorr007 Mar 16, 2022
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Bobbyorr007 Mar 16, 2022
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Bobbyorr007 Mar 16, 2022
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Bobbyorr007 Mar 16, 2022
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Delete Object_Detection_Inference_on_TF_2_and_TF_Hub.ipynbObject_Dete…
Bobbyorr007 Mar 16, 2022
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Bobbyorr007 Mar 16, 2022
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Delete Object_Detection_Inference_on_TF_2_and_TF_Hub.ipynb
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61 changes: 36 additions & 25 deletions examples/colab/tf2_object_detection.ipynb
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Original file line number Diff line number Diff line change
@@ -1,5 +1,15 @@
{
"cells": [
{
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Could you remove that section again, please?

"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/github/Bobbyorr007/hub/blob/master/examples/colab/tf2_object_detection.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "markdown",
"metadata": {
Expand Down Expand Up @@ -42,23 +52,23 @@
"id": "V1UUX8SUUiMO"
},
"source": [
"\u003ctable class=\"tfo-notebook-buttons\" align=\"left\"\u003e\n",
" \u003ctd\u003e\n",
" \u003ca target=\"_blank\" href=\"https://www.tensorflow.org/hub/tutorials/tf2_object_detection\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" /\u003eView on TensorFlow.org\u003c/a\u003e\n",
" \u003c/td\u003e\n",
" \u003ctd\u003e\n",
" \u003ca target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/hub/blob/master/examples/colab/tf2_object_detection.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" /\u003eRun in Google Colab\u003c/a\u003e\n",
" \u003c/td\u003e\n",
" \u003ctd\u003e\n",
" \u003ca target=\"_blank\" href=\"https://github.com/tensorflow/hub/blob/master/examples/colab/tf2_object_detection.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" /\u003eView on GitHub\u003c/a\u003e\n",
" \u003c/td\u003e\n",
" \u003ctd\u003e\n",
" \u003ca href=\"https://storage.googleapis.com/tensorflow_docs/hub/examples/colab/tf2_object_detection.ipynb\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/download_logo_32px.png\" /\u003eDownload notebook\u003c/a\u003e\n",
" \u003c/td\u003e\n",
" \u003ctd\u003e\n",
" \u003ca href=\"https://tfhub.dev/tensorflow/collections/object_detection/1\"\u003e\u003cimg src=\"https://www.tensorflow.org/images/hub_logo_32px.png\" /\u003eSee TF Hub models\u003c/a\u003e\n",
" \u003c/td\u003e\n",
"\u003c/table\u003e"
"<table class=\"tfo-notebook-buttons\" align=\"left\">\n",
" <td>\n",
" <a target=\"_blank\" href=\"https://www.tensorflow.org/hub/tutorials/tf2_object_detection\"><img src=\"https://www.tensorflow.org/images/tf_logo_32px.png\" />View on TensorFlow.org</a>\n",
" </td>\n",
" <td>\n",
" <a target=\"_blank\" href=\"https://colab.research.google.com/github/tensorflow/hub/blob/master/examples/colab/tf2_object_detection.ipynb\"><img src=\"https://www.tensorflow.org/images/colab_logo_32px.png\" />Run in Google Colab</a>\n",
" </td>\n",
" <td>\n",
" <a target=\"_blank\" href=\"https://github.com/tensorflow/hub/blob/master/examples/colab/tf2_object_detection.ipynb\"><img src=\"https://www.tensorflow.org/images/GitHub-Mark-32px.png\" />View on GitHub</a>\n",
" </td>\n",
" <td>\n",
" <a href=\"https://storage.googleapis.com/tensorflow_docs/hub/examples/colab/tf2_object_detection.ipynb\"><img src=\"https://www.tensorflow.org/images/download_logo_32px.png\" />Download notebook</a>\n",
" </td>\n",
" <td>\n",
" <a href=\"https://tfhub.dev/tensorflow/collections/object_detection/1\"><img src=\"https://www.tensorflow.org/images/hub_logo_32px.png\" />See TF Hub models</a>\n",
" </td>\n",
"</table>"
]
},
{
Expand Down Expand Up @@ -102,7 +112,7 @@
"outputs": [],
"source": [
"# This Colab requires TF 2.5.\n",
"!pip install -U \"tensorflow\u003e=2.5\""
"!pip install -U \"tensorflow>=2.5\""
]
},
{
Expand Down Expand Up @@ -151,7 +161,6 @@
"cell_type": "code",
"execution_count": null,
"metadata": {
"cellView": "form",
"id": "-y9R0Xllefec"
},
"outputs": [],
Expand Down Expand Up @@ -290,7 +299,7 @@
"id": "yX3pb_pXDjYA"
},
"source": [
"Intalling the Object Detection API"
"Installing the Object Detection API"
]
},
{
Expand Down Expand Up @@ -554,7 +563,7 @@
"\n",
"Among the available object detection models there's Mask R-CNN and the output of this model allows instance segmentation.\n",
"\n",
"To visualize it we will use the same method we did before but adding an aditional parameter: `instance_masks=output_dict.get('detection_masks_reframed', None)`\n"
"To visualize it, we will use the same method we did before but adding an aditional parameter: `instance_masks=output_dict.get('detection_masks_reframed', None)`\n"
]
},
{
Expand All @@ -577,7 +586,7 @@
" detection_masks_reframed = utils_ops.reframe_box_masks_to_image_masks(\n",
" detection_masks, detection_boxes,\n",
" image_np.shape[1], image_np.shape[2])\n",
" detection_masks_reframed = tf.cast(detection_masks_reframed \u003e 0.5,\n",
" detection_masks_reframed = tf.cast(detection_masks_reframed > 0.5,\n",
" tf.uint8)\n",
" result['detection_masks_reframed'] = detection_masks_reframed.numpy()\n",
"\n",
Expand Down Expand Up @@ -606,13 +615,15 @@
"name": "Object Detection Inference on TF 2 and TF Hub",
"private_outputs": true,
"provenance": [],
"toc_visible": true
"toc_visible": true,
"include_colab_link": true
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Please also remove these additions

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I'll, and created a pull request, thank you!

},
"kernelspec": {
"display_name": "Python 3",
"name": "python3"
}
},
"accelerator": "GPU"
},
"nbformat": 4,
"nbformat_minor": 0
}
}