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biubug6 / Pytorch_Retinaface

Retinaface get 80.99% in widerface hard val using mobilenet0.25.
MIT License
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Any one replace the FPN with ASFF or BiFPN? #63

Open hegc opened 4 years ago

hegc commented 4 years ago

ASFF: https://arxiv.org/abs/1911.09516 BiFPN: https://arxiv.org/pdf/1911.09070

xzmbb commented 4 years ago

have you tried ?

hegc commented 4 years ago

I experimented with PAnet, MnasFPN and ASFF. From the test results, MnasFPN is the best among these models, but size of the weight increase 0.9M than FPN.

xzmbb commented 4 years ago

3ks

xzmbb commented 4 years ago

实验了 bifpn ,效果和fpn基本一样呢

hegc commented 4 years ago

In my training logs, PAnet is about 0.01 higher than FPN.

xzmbb commented 4 years ago

parameter 在4M 以内的，有没有推荐的backbone网络？谢谢

lijiaying-cell commented 4 years ago

@xzmbb ，您好，请问一下，bifpn的效果是基本和fpn相差不多吗，还是比fpn差呢

Alex866850 commented 3 years ago

我尝试使用PAnet，MnasFPN和ASFF。从测试结果来看，MnasFPN是这些型号中最好的，但是重量尺寸比FPN增加了0.9M。

where can I find the code（MnasFpn），thankyou