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Overview of the semantic keypoint proposal network. KH and DH are the keypoint and keypoint descriptor head, respectively. Irrelevant keypoint rejection relies on semantic segmentation performed by the U-Net with ResNet50 backbone from [8]. The overall output is a set of keypoints, their descriptors and class
