How To Train an Object Detection Classifier Using TensorFlow (CPU) on Windows 10

Описание

This tutorial shows you how to train your own object detector for multiple objects using Google's TensorFlow Object Detection API on Windows. A written version of the tutorial is available at https://github.com/EdjeElectronics/TensorFlow-Object-Detection-API-Tutorial-Train-Multiple-Objects-Windows-10

-----Other links referenced in the video------
How to Install TensorFlow on Windows: https://youtu.be/RplXYjxgZbw
TensorFlow Object Detection API repository: https://github.com/tensorflow/models
TensorFlow Model Zoo page: https://github.com/tensorflow/models/...
LabelImg utility: https://github.com/tzutalin/labelImg#...

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test : 20%
train : 80%
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-----Time links to each step in the video-----
1:54 Step 1. Install TensorFlow-GPU
3:14 Step 2. Set up Object Detection directory and Anaconda virtual environment
15:21 Step 3. Gather and label pictures
18:35 Step 4. Generate training data
20:16 Step 5. Create label map and configure training
23:46 Step 6. Train object detector
26:54 Step 7. Export inference graph
27:45 Step 8. Try out your object detector!!

-----Reference-----
https://www.youtube.com/watch?v=Rgpfk6eYxJA