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TensorFlow 2 Object Detection API tutorial

Important

This tutorial is intended for TensorFlow 2.2, which (at the time of writing this tutorial) is the latest stable version of TensorFlow 2.x.

A version for TensorFlow 1.14 can be found here.

This is a step-by-step tutorial/guide to setting up and using TensorFlow's Object Detection API to perform, namely, object detection in images/video.

The software tools which we shall use throughout this tutorial are listed in the table below:

Target Software versions
OS Windows, Linux
Python 3.8
TensorFlow 2.2.0
CUDA Toolkit 10.1
CuDNN 7.6.5
Anaconda Python 3.7 (Optional)
.. toctree::
   :maxdepth: 4
   :caption: Contents

   install
   training
   auto_examples/index
   issues