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anchor free 疑问

Open violet2422 opened this issue 2 years ago • 3 comments

您好,最近在深深入研究这项工作,也很感谢您的巨大贡献,请问yolox这种anchor free机制在loss计算的时候如何确保浅层特征预测小目标而深层特征预测大目标的呢?

violet2422 avatar Jul 01 '22 22:07 violet2422

It's simliar to FCOS, you could check get_assignments in yolo_head.py for more details.

FateScript avatar Jul 04 '22 12:07 FateScript

You can just consider each grid as an "anchor" whose aspect ratio is 1 and area is downsample size. About label assignment, use get_assignments

cswwp avatar Jul 26 '22 08:07 cswwp

@violet2422 SimOTA会根据loss的匹配程度,对目标自动分层。关于这部分的分析,可以参考LLA

Joker316701882 avatar Jul 28 '22 02:07 Joker316701882