Image-Super-Resolution-SRCNN

This repo represents a different perspective from Image Super-Resolution Using Deep Convolutional Networks.

I started and learned step-by-step and each COLAB practice includes the research paper instructions.

PSNR-SSIM Scores

I also checked PSNR and SSIM scores for each upscaling and downscaling statement. Also, I compared with Bicubic interpolation for checking the results.

For dataset-1

For dataset-2

Demo