Pytorch APEX
pytorch apex based train test
- darknet53.ipynb apex 설치 및 학습 테스트
Backbones
- desenet.py
- resnet.py resnet18, resnet50, seresnet50 backbone 구현
KFood 150 dataset(Apex)
- resnet50.ipynb
- resnet-5e4.ipynb
- darknet25.ipynb
- darknet25-5e4.ipynb
- SE-darknet25-5e4.ipynb
- darknet53-5e4.ipynb
- desenet121.ipynb
Food101 dataset(APEX)
- Food101-resnet50-5e4.ipynb
- Food101-SE-darknet25-5e4-add-AUG.ipynb
- Food101-SE-darknet25-5e4-ImageNet.ipynb
- Food101-SE-darknet25-5e4.ipynb
- Food101-SE-darknet53-5e4-ImageNetPolicy.ipynb
- Food101-SE-resnet50-5e4.ipynb
SFCars 196 dataset(APEX)
- SFCars196-darknet25.ipynb
- SFCars196-darknet25-lr05.ipynb
- SFCars196-darknet25-lr08.ipynb
- SFCars196-darknet25-lr08-wd-1e3.ipynb
- SFCars196-resnet50.ipynb