kuroipearls / trySRGAN

Implementation of SRGAN (Super Resolution Generative Adversarial Network) in image reconstruction.

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

SRGAN x Image reconstruction

Implementation of SRGAN (Super Resolution Generative Adversarial Network) in image reconstruction.

Instructions:

  • run bw_main.py to start training (GAN), and also for evaluation.
  • config.py is for basic configuration (dataset, epoch).
  • model.py is for the network's details.
  • utils.py is for additional methods (preprocessing image).
  • psnr.py is for reconstructed images' quality assessment.

About

Implementation of SRGAN (Super Resolution Generative Adversarial Network) in image reconstruction.


Languages

Language:Python 100.0%