search

MCG-NKU / SCNet

The official PyTorch implementation of CVPR 2020 paper "Improving Convolutional Networks with Self-Calibrated Convolutions"
MIT License
379 stars 70 forks source link

Any improvement if SCNet is applied to anchor-free architecture of object detection method? #9

Open handsomefengfeng opened 4 years ago

handsomefengfeng commented 4 years ago

Thanks for sharing the code!

First, I'm wondering whether any outfit could be obtained if the proposed SCNet is introduced into anchor-free architecture object detection method.

Besides, could you please tell how can I modified the RetinaNet by SCNet? Just to replace the ResNet50+FPN with SCNet?

THANKS!! :)

backseason commented 4 years ago

Replacing the ResNet with SCNet should do the job. I haven't try SCNet on any anchor-free architecture object detection methods yet. But I think there should be a promotion as by replacing the backbone network, better feature extraction capability can be reached.

XhHello commented 2 years ago

Replacing the ResNet with SCNet should do the job. I haven't try SCNet on any anchor-free architecture object detection methods yet. But I think there should be a promotion as by replacing the backbone network, better feature extraction capability can be reached.

Have you improved the effect after replacing the backbone network