Efficientnet-lite in tf.keras

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#1

I created a repository with EfficientNet-lite model variants adapted to Keras (functional API).

The main goal was to mimic tf.keras.applications usability as much as possible. The lite model variants were only available in Tensorflow 1.x - adopting them to Keras allowed for more flexibility, and made them more consistent with existing API and documentation.

According to original repository, the lite variants:

  • Use ReLU6 instead of Swish.
  • Do not use SE blocks.
  • Have fixed Stem and Head, while scaling up the models.

Hope that it helps somebody!

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#3

Thanks sebastien-sz! You have helped me!

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