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Tensorflow Image Classification

CNN for multi-class image recognition in tensorflow

Notebook converted from Hvass-Labs' tutorial in order to work with custom datasets, flexible image dimensions, 3-channel images, training over epochs, early stopping, and a deeper network.

This example uses Kaggle's cats vs. dogs dataset.

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CNN for multi-class image recognition in tensorflow

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  • Jupyter Notebook 99.6%
  • Python 0.4%