your pretrained model work very badly in inference.py in any av

[Zhang-O]

your pretrained model work very badly in inference.py in any av. why ?
I init models as follows:
model = C3D_model.C3D(num_classes=101, pretrained=True)
# checkpoint = torch.load('./models/C3D_ucf101_epoch-39.pth', map_location=lambda storage, loc: storage)
# model.load_state_dict(checkpoint['state_dict'])
model.to(device)
model.eval()

[zldrobit]

It seems that you didn't load any pretrained weights.