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csuhan / ReDet

Official code of the paper "ReDet: A Rotation-Equivariant Detector for Aerial Object Detection" (CVPR 2021)
https://redet.csuhan.com
Apache License 2.0
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using libra loss and sampling #92

Open mmoghadam11 opened 3 years ago

mmoghadam11 commented 3 years ago

i made new sampler just like libra sampling in rbbox_head with using rbbox_base_sampler.py and i got lower ap seperatly i used orginal libra sampling in bbox_head but i got lower ap too

seperatly i used orginal BalancedL1Loss in head and got lower ap--------why SmoothL1Loss works better??

why libra sampling and its loss doesnt work better???

tnx for answering @csuhan

csuhan commented 3 years ago

These methods may work well on some datasets, while for other datasets, adjusting highper-params are neccesary. I sugguest you to deeply analyse why these trick may help.