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Add MobileNetV3 performance to https://keras.io/api/applications/

Open sayakpaul opened this issue 3 years ago • 2 comments
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Not sure who contributed MobileNetV3 to keras.applications. Couldn't figure it out from https://github.com/keras-team/keras/commits/v2.9.0/keras/applications/mobilenet_v3.py either.

The purpose of this thread is to just request the contributor of the model to add the following details and contribute a PR to https://keras.io/api/applications/:

  • Size
  • Top-1 Accuracy
  • Top-5 Accuracy
  • Parameters
  • Depth (if applicable)

The rest of the details (inference timings) can be still avoided since the hardware might vary (the official experiments were conducted on a specific machine configuration which may not be available to contributor).

@LukeWood @fchollet @qlzh727

sayakpaul avatar Jun 09 '22 14:06 sayakpaul

Perhaps a good course of action here is to wait until we produce tools that autogenerate these after training completes in the KerasCV example scripts.

LukeWood avatar Jun 10 '22 00:06 LukeWood

If it's just about adding the metrics I mentioned in the above comment, I think it's quite long a wait.

sayakpaul avatar Jun 10 '22 01:06 sayakpaul