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ShengkaiWu avatar ShengkaiWu commented on June 2, 2024

你好,1)对于Guided anchor,设计IoU prediction,训练时如果target IoU不计算梯度时,可提高AP 0.5%,如果target IoU计算梯度时,性能应该会有进一步的提升,因为target IoU计算梯度这个trick是后面想到的,当时没有做这个实验。2)对于FCOS,其设计的centerness branch也是为了提高定位精度,但是如果将centerness branch替换为IoU prediction branch,模型性能会提高AP 0.4%。

from iou-aware-single-stage-object-detector.

zteddy avatar zteddy commented on June 2, 2024

谢谢分享!

from iou-aware-single-stage-object-detector.

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