This mini project is an implementation of the SRCNN ( super resolution convolutional neural network), proposed in this 2014 research paper: http://mmlab.ie.cuhk.edu.hk/projects/SRCNN.html by Chao Dong, Chen Change Loy, Kaiming He and Xiaoou Tang.
The resulting images are tested using the following metrics:-
Peak signal to noise ratio
Mean squared error
Structural similarity index
The results on a few sample images can be found in the output and output2 directories.