Data Augmentation in NLP with NLPAUG — Image augmentation is a common task performed on the raw image data prior to training a CNN model. Image augmentation refers to manipulating the images including rotation, shearing, flipping, gray scaling, etc. Due to the semantically invariant transformation, the performance of the CNN models improves, and hence image augmentation is…