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Papers for CNN, object detection, keypoint detection, semantic segmentation, medical image processing, SLAM, etc.

convolutional-neural-networks object-detection keypoint-detection semantic-segmentation face-recognition medical-image-processing transformers slam

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paperweekly's Issues

What's the mean of "hard anchor-positive pairs"

I'm not understand "hard anchor-positive pairs" meantioned in the FaceNet paper, would you please give me some guidance please, thanks.

in English and Chinese is ok, looking forward to your reply!

best wishes

fpn instance segmentation idea

could you explain much details about the logic for fpn instance segmentation as below. what is MLP, and what does figure 4
mean?
Figure 4. FPN for object segment proposals. The feature pyramid is constructed with identical structure as for object detection. We apply a small MLP on 5×5 windows to generate dense object segments with output dimension of 14×14. Shown in orange are the size of the image regions the mask corresponds to for each pyramid level (levels P 3−5 are shown here). Both the corresponding image region size (light orange) and canonical object size (dark orange) are shown. Half octaves are handled by an MLP on 7x7 windows ($7 ≈ 5 \sqrt 2$), not shown here. Details are in the appendix

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