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No, the predicted IOU should be compared to the IOU with the groundtruth box, not the anchor box. I'm vetting this code fairly extensively right now, and I believe this is right.
Ask for help,in your code,you use _ious[cell_ind, a, :] = ious_reshaped[cell_ind, a, i],
I think _ious[cell_ind, a, :] = anchor_ious[a, i]
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