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διαφθορά (corruption in Greek) is a tool for Glitch Art
It searches for corrupted images in the given path and moves the hits to a folder.
To evaluate the performance of each regularization method (cutout, mixup, and self-supervised rotation predictor), we apply it to the CIFAR-10 dataset using a deep residual network with a depth of 20 (ResNet20)