https://github.com/fastai/imagenette
AutoAugmentをImageNet用にせずCIFAR用のままにしてるくらいには雑な結果。
[INFO ] Arguments: --data=imagenette --model=resnet
[INFO ] Validation Accuracy: 0.785
[INFO ] Validation Cross Entropy: 0.777
[INFO ] Arguments: --data=imagewoof --model=resnet
[INFO ] Validation Accuracy: 0.567
[INFO ] Validation Cross Entropy: 1.383
[INFO ] Arguments: --data=imagenette --model=resnet
[INFO ] Validation Accuracy: 0.988
[INFO ] Validation Cross Entropy: 0.097
[INFO ] Arguments: --data=imagewoof --model=resnet
[INFO ] Validation Accuracy: 0.894
[INFO ] Validation Cross Entropy: 0.500