https://github.com/aflah02/srgan-from-scratch-pytorch
Implementation of SRGAN from Scratch using PyTorch
https://github.com/aflah02/srgan-from-scratch-pytorch
deep-learning implementation pytorch srgan srgan-pytorch
Last synced: about 1 month ago
JSON representation
Implementation of SRGAN from Scratch using PyTorch
- Host: GitHub
- URL: https://github.com/aflah02/srgan-from-scratch-pytorch
- Owner: aflah02
- Created: 2021-11-22T21:28:34.000Z (almost 4 years ago)
- Default Branch: master
- Last Pushed: 2021-11-22T21:51:42.000Z (almost 4 years ago)
- Last Synced: 2025-09-06T01:48:01.244Z (about 1 month ago)
- Topics: deep-learning, implementation, pytorch, srgan, srgan-pytorch
- Language: Python
- Homepage:
- Size: 3.91 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Implementation of SRGAN using PyTorch
Based on [Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network](https://arxiv.org/abs/1609.04802)
References -
1) https://www.youtube.com/watch?v=7FO9qDOhRCc
2) https://paperswithcode.com/method/srgan#:~:text=SRGAN%20is%20a%20generative%20adversarial%20network%20for%20single%20image%20super%2Dresolution.&text=a%20content%20loss.-,The%20adversarial%20loss%20pushes%20the%20solution%20to%20the%20natural%20image,and%20original%20photo%2Drealistic%20images.