diff --git a/models.py b/models.py index 33b615bb..01151e25 100755 --- a/models.py +++ b/models.py @@ -172,9 +172,9 @@ class YOLOLayer(nn.Module): lh = k * MSELoss(h[mask], th[mask]) # lconf = k * BCEWithLogitsLoss(pred_conf[mask], mask[mask].float()) - lconf = (k * 10) * BCEWithLogitsLoss(pred_conf, mask.float()) + lconf = (k * 1) * BCEWithLogitsLoss(pred_conf, mask.float()) - lcls = (k / 1) * CrossEntropyLoss(pred_cls[mask], torch.argmax(tcls, 1)) + lcls = (k / 10) * CrossEntropyLoss(pred_cls[mask], torch.argmax(tcls, 1)) # lcls = (k * 10) * BCEWithLogitsLoss(pred_cls[mask], tcls.float()) else: lx, ly, lw, lh, lcls, lconf = FT([0]), FT([0]), FT([0]), FT([0]), FT([0]), FT([0])