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102.4 B
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001 Brief intro to Tensorflow 2 object detection API.en.srt
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1.9 KB
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001 Brief intro to Tensorflow 2 object detection API.mp4
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7.9 MB
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001 Choosing a dataset.en.srt
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716.8 B
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001 Choosing a dataset.mp4
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5.5 MB
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001 Conclusion and next steps for you.en.srt
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1.9 KB
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001 Conclusion and next steps for you.mp4
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9.1 MB
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001 Course outline.en.srt
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4.9 KB
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001 Course outline.mp4
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22.9 MB
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001 Quick introduction to Mask RCNN.en.srt
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2.4 KB
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001 Quick introduction to Mask RCNN.mp4
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12.3 MB
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001 What is cloud computing and what is AI Platform_ (optional).en.srt
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5.9 KB
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1
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339.1 KB
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001 Training on premise VS training on the cloud.en.srt
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1.8 KB
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001 Training on premise VS training on the cloud.mp4
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5.2 MB
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001 What is cloud computing and what is AI Platform_ (optional).mp4
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115.9 MB
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001 What is image segmentation_.en.srt
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4.8 KB
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001 What is image segmentation_.mp4
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22.2 MB
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002 Code for this course.en.srt
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1 KB
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002 Code for this course.mp4
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6 MB
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002 Creating a Google Cloud account.en.srt
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6 KB
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002 Creating a Google Cloud account.mp4
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36.3 MB
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002 Downloading Mask RCNN pretrained model.en.srt
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3.5 KB
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002 Downloading Mask RCNN pretrained model.mp4
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24.2 MB
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002 Linux - Exploring the dataset - Part 1.en.srt
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4.7 KB
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002 Linux - Exploring the dataset - Part 1.mp4
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38.7 MB
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002 Linux installation _ How to install tensorflow 2 with GPU support (part 1).en.srt
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10.6 KB
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002 Linux installation _ How to install tensorflow 2 with GPU support (part 1).mp4
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83.7 MB
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002 Mask RCNN as an extension of Faster RCNN.en.srt
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2.7 KB
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002 Mask RCNN as an extension of Faster RCNN.mp4
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12.9 MB
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002 Why deep learning for image segmentation_.en.srt
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1.2 KB
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002 Why deep learning for image segmentation_.mp4
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6 MB
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2
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200.9 KB
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003 Finding the right configuration file.en.srt
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1.7 KB
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003 High level overview of Faster RCNN (optional).en.srt
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3.7 KB
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3
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67.4 KB
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003 Downloading Google Cloud SDK.en.srt
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6.1 KB
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003 Downloading Google Cloud SDK.mp4
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50.6 MB
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003 Finding the right configuration file.mp4
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13.2 MB
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003 High level overview of Faster RCNN (optional).mp4
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11.9 MB
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003 Linux - Exploring the dataset - Part 2.en.srt
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6.4 KB
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003 Linux - Exploring the dataset - Part 2.mp4
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44.3 MB
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003 Linux installation _ How to install tensorflow 2 with GPU support (part 2).en.srt
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13.2 KB
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003 Linux installation _ How to install tensorflow 2 with GPU support (part 2).mp4
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102.7 MB
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003 Types of image segmentation.en.srt
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3.6 KB
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003 Types of image segmentation.mp4
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16.3 MB
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004 Exploring the configuration file.en.srt
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5.2 KB
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004 Exploring the configuration file.mp4
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29.8 MB
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004 High level overview of Mask RCNN.en.srt
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1.9 KB
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004 High level overview of Mask RCNN.mp4
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8.1 MB
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004 Linux installation _ How to install tensorflow 2 object detection API.en.srt
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7.4 KB
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004 Linux installation _ How to install tensorflow 2 object detection API.mp4
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54.4 MB
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004 Setting up a new project on google cloud platform.en.srt
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3.1 KB
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004 Setting up a new project on google cloud platform.mp4
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18.4 MB
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164 KB
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004 Windows - Exploring the dataset.en.srt
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6.2 KB
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004 Windows - Exploring the dataset.mp4
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39.2 MB
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005 Annotating a custom dataset.en.srt
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19 KB
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005 Annotating a custom dataset.mp4
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218.5 MB
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005 Creating a google bucket and uploading data to it.en.srt
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7.5 KB
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005 Creating a google bucket and uploading data to it.mp4
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40.9 MB
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005 Modifying the configuration file - Part 1.en.srt
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14.5 KB
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324.3 KB
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005 Modifying the configuration file - Part 1.mp4
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84.8 MB
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005 Steps to build an image segmentation model with Mask RCNN for a custom dataset.en.srt
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2.7 KB
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005 Steps to build an image segmentation model with Mask RCNN for a custom dataset.mp4
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14.3 MB
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005 Windows installation _ Installing miniconda.en.srt
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2.6 KB
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005 Windows installation _ Installing miniconda.mp4
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15 MB
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006 From multiple annotation files to one annotation file.en.srt
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8.2 KB
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006 From multiple annotation files to one annotation file.mp4
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55.6 MB
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006 Modifying the configuration file - Part 2.en.srt
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3.4 KB
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006 Preparing our config file for training on google cloud.en.srt
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5.7 KB
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006 Preparing our config file for training on google cloud.mp4
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50.7 MB
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112.7 KB
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006 Modifying the configuration file - Part 2.mp4
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21.5 MB
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006 Windows installation _ Create virtual environment.en.srt
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2.2 KB
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006 Windows installation _ Create virtual environment.mp4
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11.4 MB
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7
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193.4 KB
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007 Checking connection to google cloud from within our local machine.en.srt
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3.8 KB
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007 Checking connection to google cloud from within our local machine.mp4
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21 MB
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007 Running the training locally.en.srt
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007 Running the training locally.mp4
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58.9 MB
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007 Transforming our dataset to tfrecord format.en.srt
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8.1 KB
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007 Transforming our dataset to tfrecord format.mp4
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56 MB
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007 Windows installation _ Installing tensorflow 2 object detection API.en.srt
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15.6 KB
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007 Windows installation _ Installing tensorflow 2 object detection API.mp4
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107.3 MB
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008 Windows installation _ Installing tensorflow with GPU support.en.srt
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25.3 KB
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008 Windows installation _ Installing tensorflow with GPU support.mp4
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205.3 MB
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8
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008 Exploring the training command.en.srt
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008 Exploring the training command.mp4
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36.9 MB
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9
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271.9 KB
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009 Running the training for Mask RCNN model.en.srt
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4.2 KB
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009 Running the training for Mask RCNN model.mp4
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27.9 MB
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010 Checking the progress of the training job on google ai platform.en.srt
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3.9 KB
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10
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129.6 KB
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010 Checking the progress of the training job on google ai platform.mp4
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28.9 MB
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011 Running the evaluation for Mask RCNN model during the training.en.srt
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011 Running the evaluation for Mask RCNN model during the training.mp4
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46.4 MB
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012 Analyzing the results after the training of Mask RCNN model is finished.en.srt
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012 Analyzing the results after the training of Mask RCNN model is finished.mp4
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87.4 MB
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12
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492.7 KB
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13
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372.9 KB
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013 Analyzing the results of the second training.en.srt
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10 KB
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013 Analyzing the results of the second training.mp4
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83.9 MB
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014 Further explanation of when to run your evaluation jobs.en.srt
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014 Further explanation of when to run your evaluation jobs.mp4
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14
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015 Downloading the trained model and exporting the SavedModel from checkpoints.en.srt
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015 Downloading the trained model and exporting the SavedModel from checkpoints.mp4
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73.9 MB
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15
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317.1 KB
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16
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364.8 KB
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016 Running the exported model on new examples locally.en.srt
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26 KB
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016 Running the exported model on new examples locally.mp4
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227.3 MB
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019 damaged_cars_dataset.zip
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ZIP
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14.4 MB
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030 mask_rcnn_inception_resnet_v2_1024x1024_coco17_gpu-8.config
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CONFIG
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3.9 KB
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TutsNode.com.txt
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TXT
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102.4 B
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[TGx]Downloaded from torrentgalaxy.to .txt
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TXT
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614.4 B
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external-assets-links.txt
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TXT
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102.4 B
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