Deep Learning, Artificial Intelligence, Semi Supervised Learning, Image Classification, Data Augmentation.
Control Theory Augment (CTAugment) CTAugment only samples augmentations that fall within the network tolerance. Let m be the vector of bin weights for some distortion parameter for some transformation. At the beginning of training, all magnitude bins are initialized to have a weight set to 1. At