speed and comments update
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@ -457,10 +457,10 @@ def build_targets(model, targets):
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t, a = targets, []
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t, a = targets, []
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gwh = t[:, 4:6] * ng
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gwh = t[:, 4:6] * ng
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if nt:
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if nt:
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iou = wh_iou(anchor_vec, gwh)
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iou = wh_iou(anchor_vec, gwh) # iou(3,n) = wh_iou(anchor_vec(3,2), gwh(n,2))
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if use_all_anchors:
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if use_all_anchors:
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na = len(anchor_vec) # number of anchors
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na = anchor_vec.shape[0] # number of anchors
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a = torch.arange(na).view((-1, 1)).repeat([1, nt]).view(-1)
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a = torch.arange(na).view((-1, 1)).repeat([1, nt]).view(-1)
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t = targets.repeat([na, 1])
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t = targets.repeat([na, 1])
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gwh = gwh.repeat([na, 1])
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gwh = gwh.repeat([na, 1])
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