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The process of sampling points described in the paper is as follows:
In each iteration, PointRend upsamples its previously predicted segmentation using bilinear interpolation and then selects the N most uncertain points (e.g., those with probabilities closest to 0.5 for a binary mask) on this denser grid.
But I find that implementation in detectron2 add some extra factors in ''detectron2/projects/PointRend/point_rend/point_features.py, line 141&142"
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The process of sampling points described in the paper is as follows:
In each iteration, PointRend upsamples its previously predicted segmentation using bilinear interpolation and then selects the N most uncertain points (e.g., those with probabilities closest to 0.5 for a binary mask) on this denser grid.
But I find that implementation in detectron2 add some extra factors in ''detectron2/projects/PointRend/point_rend/point_features.py, line 141&142"
Why should point_coords add offset "w_setp/2.0" and "h_step / 2.0"?
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