Image augmentation implementation using pytorch.
cutmix: https://arxiv.org/pdf/1905.04899.pdf
mixup: https://arxiv.org/pdf/1710.09412.pdf
ohemloss: https://arxiv.org/pdf/1604.03540.pdf
Conventional image agumentation:
- resize
- median blur
- gaussian blur
- motion blur
- multiplicative noise
- gaussian noise
- affine image
- cutout
- distortion
- grid distortion
- elastic distortion
- random brightness
- shift, scale, rotate
- normalize