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Published 20 hours ago • verified publisher icon keras-team

Add EfficientNet Lite model variants.

Open sebastian-sz opened this issue 2 years ago • 2 comments

Short Description EfficientNet Lite models are lighter variants of EfficientNets more suitable for mobile deployment.

Existing Implementations Original implementation - link My reimplementation - link

Other Information EfficientNet Lite's have been requested multiple times in the Tensorflow/Keras ecosystem:

https://github.com/keras-team/keras/issues/16835 https://github.com/tensorflow/tensorflow/issues/45091 https://github.com/tensorflow/tensorflow/pull/48400

Let me know what you think!

sebastian-sz avatar Jul 29 '22 13:07 sebastian-sz

Would love to pick this up if noone else is currently working on this. @sebastian-sz

MrinalTyagi avatar Aug 06 '22 15:08 MrinalTyagi

@MrinalTyagi I actually wanted to add these models, but I'm waiting for:

  1. Acceptance / contribution welcome tag from the repo authors.
  2. When keras-team/keras#570 is merged

There should also be some API discussion: do we want these as separate models, like EfficientNetLiteB0 or kind of like MobilenetV3 add a minimalistic or lite flag to existing implementation.

sebastian-sz avatar Aug 07 '22 06:08 sebastian-sz