FreeAnchor formulates anchor assignment in object detection as maximum likelihood estimation with a bag-based loss, and improves RetinaNet's COCO AP from 35.7 to 38.7 on ResNet-50.
Girshick, Jeff Donahue, Trevor Darrell, and Jitendra Malik
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FreeAnchor: Learning to Match Anchors for Visual Object Detection
FreeAnchor formulates anchor assignment in object detection as maximum likelihood estimation with a bag-based loss, and improves RetinaNet's COCO AP from 35.7 to 38.7 on ResNet-50.