Faster-rcnn.pytorch: difference between ResNet implementation with TorchVision

Created on 13 Jan 2020  ·  1Comment  ·  Source: jwyang/faster-rcnn.pytorch

Noticed that in PyTorch 1.3 and TorchVision 0.4.x , we get a ResNet that is slightly different from the implementation here.. should it be safe to port to the new version ?

torchvision.models.resnet on the left model/faster_rcnn/resnet.py on the right

Screen Shot 2020-01-13 at 10 49 06 PM

Most helpful comment

May be too late, but i implement this net with torchvision backbones of VGG16 and ResNet networks.

Results (VOC 2007) are the same:

  • VGG16 70,9%
  • ResNet50 73,1%
  • ResNet101 74,5%

>All comments

May be too late, but i implement this net with torchvision backbones of VGG16 and ResNet networks.

Results (VOC 2007) are the same:

  • VGG16 70,9%
  • ResNet50 73,1%
  • ResNet101 74,5%
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