README.md

SRCNN

Tensorflow implementation of super-resolution using CNN.

Prerequisites

• Python 3
• Tensorflow
• Numpy
• Scipy
• Opencv 3
• h5py

Usage:

To train, uncomment the scripts in the bottom in net.py. Then type python net.py
To test, set proper img_path and save_path in the use_SRCNN.py. Then type python use_SRCNN.py.

Reference:

Dong, C., Loy, C.C., He, K., Tang, X.: Learning a Deep Convolutional Network for Image Super-Resolution.