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Published 20 hours ago • verified publisher icon huggingface

MobileDets backbones

Open xonobo opened this issue 5 years ago • 2 comments

Any plan to add the backbones of these detectors to the model zoo?

xonobo avatar Nov 09 '20 14:11 xonobo

@xonobo I looked at this briefly, the mobiledet CPU, GPU and TPU backbone could be added to the efficientnet generator w/ an extra block type (Tucker) and some tweaks, but it doesn't look significantly different from mobilenetv2/v3/mnasnset so I'm not prioritizing it.

https://github.com/tensorflow/models/blob/420a7253e034a12ae2208e6ec94d3e4936177a53/research/object_detection/models/ssd_mobiledet_feature_extractor.py

Relation to blocks here, _fused_conv == EdgeTPU block, _inverterted_bottleneck == InvertedResidual , _inverted_bottleneck_no_expansion == DepthwiseSeparableConv , _tucker_conv is different

rwightman avatar Nov 10 '20 18:11 rwightman

With minimal supervision I should be able to work on this. Please could I work on this?

deepwilson avatar Dec 13 '23 20:12 deepwilson