Image-augmentation Cifar10: upsample by pillow Filters comparison table from Pillow doc. Training mode Cifar10: upsample, crop and flip horizontally randomly by tensorflow Inference mode Cifar10: upsample still work Cifar10: crop still work but it's not randomly Cifar10: flip horizontally not work