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MobileDets backbones #274

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xonobo opened this issue Nov 9, 2020 · 2 comments
Open

MobileDets backbones #274

xonobo opened this issue Nov 9, 2020 · 2 comments
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enhancement New feature or request help wanted Extra attention is needed

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@xonobo
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xonobo commented Nov 9, 2020

Any plan to add the backbones of these detectors to the model zoo?
@rwightman rwightman added enhancement New feature or request help wanted Extra attention is needed labels Nov 10, 2020
@rwightman
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rwightman commented Nov 10, 2020 •
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@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

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

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@xonobo @rwightman @deepwilson