I was wondering the function resnet_fpn_backbone defined in https://github.com/pytorch/vision/blob/master/torchvision/models/detection/backbone_utils.py 52, why freeze layers except layer2,layer3 and layer4? Why the first conv7x7 and layer1 also need to freeze?
Thanks!