Image-augmentation-pytorch

Image augmentation implementation using pytorch.

cutmix-mixup-ohemloss

cutmix: https://arxiv.org/pdf/1905.04899.pdf

mixup: https://arxiv.org/pdf/1710.09412.pdf

ohemloss: https://arxiv.org/pdf/1604.03540.pdf

pipline

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

augmix: https://arxiv.org/pdf/1912.02781.pdf