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Res2Net / Res2Net-PretrainedModels

(ImageNet pretrained models) The official pytorch implemention of the TPAMI paper "Res2Net: A New Multi-scale Backbone Architecture"
https://mmcheng.net/res2net/
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About ResNet18？ #67

Closed Rashfu closed 2 years ago

Rashfu commented 2 years ago

Have you tried this structure on ResNet18? Does it work for light-weight network?

gasvn commented 2 years ago

Sorry, we don't have Res2Net models smaller than resnet50. The res2net should also work for resnet18 as it improve the model multi-scale ability from a fine-grained level.

Rashfu commented 2 years ago

Theoretically, it works for resnet18. I wonder how do you get Res2Net pretrained models, trained from scratch on ImageNet for 100 epoches?

gasvn commented 2 years ago

Yes, by default we train the model on imagenet for 100 epochs.