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Fixed broken links
The broken link for make_image_classifier and colab gist for tf2_image_retraining.ipynb has been updated in TF documentation. Please have a look and do the needful. Thank you!
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WARNING: This code is deprecated.
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The `retrain.py` tool from this directory has been replaced by the
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[`make_image_classifier`](https://github.com/tensorflow/hub/tree/master/tensorflow_hub/tools/make_image_classifier)
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[`make_image_classifier`](https://www.tensorflow.org/hub/tutorials/tf2_image_retraining)
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tool that gets
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[installed](https://www.tensorflow.org/hub/installation) as a command-line tool
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by the PIP package `tensorflow-hub[make_image_classifier]`.
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The new tool uses TensorFlow 2 and supports fine-tuning.
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The Colab notebook
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[tf2_image_retraining.ipynb](https://colab.research.google.com/github/tensorflow/hub/blob/master/examples/colab/tf2_image_retraining.ipynb)
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[tf2_image_retraining.ipynb](https://colab.research.google.com/github/tensorflow/docs/blob/master/site/en/hub/tutorials/tf2_image_retraining.ipynb)
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explains the basic technique behind that tool: transfer learning with TF Hub.

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