I am writing blog here where you can use the Object Detection API to train your own images which is called customize image training (transfer learning). In this post, I will explain all the necessary steps to train your own detector as my first experience in Machine Learning field. This is the basic post so that we all get used to Object Detection API. For getting more comprehensive knowledge about Tensorflow Object Detection API, we could check the videos in the reference part of this post.
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