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Rethinking the feature of the centerness layer

Open smiles724 opened this issue 3 years ago • 1 comments

Hi, FCOS is really a delicate model. I noticed that you improved the performance by sharing features of the classification layer with the centerness layer. However, I am just curious about that whether you have tried to separate the centerness layer with both the classification layer and the regression layer? In other words, the centerness is directly using its own feature processing layer.

smiles724 avatar May 11 '21 06:05 smiles724

@Wufang1997 Yes. We tried this, but it only results in minor improvements on COCO.

tianzhi0549 avatar May 11 '21 07:05 tianzhi0549