/Ghost-HRNet

Ghost HRNet

Primary LanguagePython

Ghost-HRNet

Ghost HRNet

使用GhostModule替换Conv2d 搭建HRNet分类网络

Total params: 22,875,512

Trainable params: 22,875,512

Non-trainable params: 0

Total mult-adds (G): 6.38

但是效果一般,准确率不高,暂不清楚原因

SHRNet为HRNet的重构版,不再需要yaml文件,参数量相同,但是GFLOPs会大一点点,暂不清楚原因

参考: https://github.com/samcw/ResNet18-GhostNet/blob/master/resnet18.py

https://github.com/KopiSoftware/Ghost_ResNet56/blob/master/resnet.py

https://github.com/HRNet/HRNet-Image-Classification/edit/master/lib/models/cls_hrnet.py

https://github.com/iamhankai/ghostnet.pytorch/blob/master/ghost_net.py

https://github.com/stefanopini/simple-HRNet/blob/master/models/hrnet.py