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README.md

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# How To Train an Object Detection Classifier for Multiple Objects Using TensorFlow 1.5 (GPU) on Windows 10
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# How To Train an Object Detection Classifier for Multiple Objects Using TensorFlow (GPU) on Windows 10
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## Brief Summary
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This repository is a tutorial for how to use TensorFlow's Object Detection API to train an object detection classifier for multiple objects on Windows 10, 8, or 7. (It will also work on Linux-based OSes with some minor changes.)
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This repository is a tutorial for how to use TensorFlow's Object Detection API to train an object detection classifier for multiple objects on Windows 10, 8, or 7. (It will also work on Linux-based OSes with some minor changes.) It was written using TensorFlow version 1.5, but will also work for TensorFlow 1.6
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I also made a YouTube video that walks through this tutorial:
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- Line 9. Change num_classes to the number of different objects you want the classifier to detect. For the above basketball, shirt, and shoe detector, it would be num_classes : 3 .
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- Line 110. Change fine_tune_checkpoint to:
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- fine_tune_checkpoint : C:/tensorflow1/models/research/object_detection/faster_rcnn_inception_v2_coco_2018_01_28/model.ckpt"
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- fine_tune_checkpoint : "C:/tensorflow1/models/research/object_detection/faster_rcnn_inception_v2_coco_2018_01_28/model.ckpt"
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- Lines 126 and 128. In the train_input_reader section, change input_path and label_map_path to:
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- input_path : "C:/tensorflow1/models/research/object_detection/train.record"

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