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Any one replace the FPN with ASFF or BiFPN?

Open eeewhe opened this issue 5 years ago • 8 comments

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

eeewhe avatar Dec 25 '19 08:12 eeewhe

have you tried ?

xzmbb avatar Jan 08 '20 02:01 xzmbb

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.

eeewhe avatar Jan 08 '20 06:01 eeewhe

3ks

xzmbb avatar Jan 08 '20 08:01 xzmbb

实验了 bifpn ,效果和fpn基本一样呢

xzmbb avatar Jan 10 '20 02:01 xzmbb

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

eeewhe avatar Jan 10 '20 03:01 eeewhe

parameter 在4M 以内的,有没有推荐的backbone网络?谢谢

xzmbb avatar Jan 10 '20 03:01 xzmbb

@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

lijiaying-cell avatar Nov 14 '20 01:11 lijiaying-cell

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

Alex866850 avatar Feb 13 '21 15:02 Alex866850