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huawei-noah / Efficient-Computing

Efficient computing methods developed by Huawei Noah's Ark Lab
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[Gold-YOLO] How to modify the config to fit ResNet50? #73

Closed imMid-Star closed 10 months ago

imMid-Star commented 1 year ago

Hello, according to Table 4 in the paper, you used GD instead of the original FPN after ResNet50 in MaskRCNN. Can you show the config file of this experiment, especially the channel dimensions? I think ResNet50 is a more common backbone than others and more people may want it.

lose4578 commented 1 year ago

In MaskRCNN, we use the original channels_list. In order to align with Resnet50, we added 1x1Conv at the beginning of the Neck to reduce the number of input channels by 2x to fit the original channels_list. This is just a rough alignment and you can explore a more efficient structure for ResNet.