metadata

license: agpl-3.0
datasets:
  - eugenesiow/Div2k
pipeline_tag: image-to-image
library_name: pytorch
tags:
  - generative-ai
  - deep-cnn
  - super-resolution

SRGAN Model for Super-Resolution

This repository contains a Super-Resolution Generative Adversarial Network (SRGAN) model trained on the DIV2K dataset. The model is designed to enhance the resolution of low-resolution images using deep convolutional neural networks.

Experiment Implementation

The results as follows:

PSNR: 17.54 dB
SSIM: 0.6241