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Download and unzip 291 dataset, and set the proper directory in 'aug_train.m'.
Download and unzip other test dataset (Set5, Set14, B100, Urban100), and set the proper directory in 'aug_test.m'.
run 'aug_train.m' and 'aug_test.m' matlab code for patch/data generation
Please note that data are generated/manipulated in Matlab, for a good bicubic interpolation and reproducibility. (OpenCV2 interpolation is strange)
Too much data will make the network diverge. I'm currently using patches with original/rotate90/original flipped/rotate90 flipped, and you can find the data here