This project forked from zhanghang1989/rfconv
Rectified Convolution
Home Page: https://hangzhang.org/RectifiedConv/RectifiedConv.pdf
License: Apache License 2.0
Rectified Convolution
| model | baseline | rectified |
|---|---|---|
| ResNet-50 | 76.66 | 77.10 |
| ResNet-101 | 78.13 | 78.74 |
| ResNeXt-50_32x4d | 78.17 | 78.48 |
| ResNeSt-50_2s8x | 78.73 | 79.38 |
cd scripts/dataset/
# assuming you have downloaded the dataset in the current folder
python prepare_imagenet.py --download-dir ./# use resnest50 as an example
cd scripts/
python verify.py --model resnet50 --crop-size 224
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