https://github.com/soapisnotfat/super-resolution

collection of super-resolution models & algorithms
https://github.com/soapisnotfat/super-resolution

fsrcnn pytorch resolution-models srcnn srgan sup-pixel-cnn

Last synced: 3 months ago
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collection of super-resolution models & algorithms

• Host: GitHub
• URL: https://github.com/soapisnotfat/super-resolution
• Owner: soapisnotfat
• License: apache-2.0
• Created: 2018-01-01T22:50:22.000Z (almost 7 years ago)
• Default Branch: master
• Last Pushed: 2018-12-20T23:34:52.000Z (almost 6 years ago)
• Last Synced: 2024-05-28T21:59:06.615Z (6 months ago)
• Topics: fsrcnn, pytorch, resolution-models, srcnn, srgan, sup-pixel-cnn
• Language: Python
• Size: 53.7 KB
• Stars: 740
• Watchers: 13
• Forks: 224
• Open Issues: 12
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# super-resolution

A collection of super-resolution models & algorithms

Detail introduction of each model is in corresponding sub-folds.

Authored by [icpm](https://github.com/icpm)

## Requirement

- python3.6

- numpy

- pytorch 1.0.0

## Models

- [VDSR](https://github.com/icpm/super-resolution/tree/master/VDSR)

- [EDSR](https://github.com/icpm/super-resolution/tree/master/EDSR)

- [DCRN](https://github.com/icpm/super-resolution/tree/master/DRCN)

- [SubPixelCNN](https://github.com/icpm/super-resolution/tree/master/SubPixelCNN)

- [SRCNN](https://github.com/icpm/super-resolution/tree/master/SRCNN)

- [FSRCNN](https://github.com/icpm/super-resolution/tree/master/FSRCNN)

- [SRGAN](https://github.com/icpm/super-resolution/tree/master/SRGAN)

- [DBPN](https://github.com/icpm/super-resolution/tree/master/DBPN)

## Usage

train:

```bash

$ python3 main.py -m [sub/srcnn/cdsr/edsr/fsrcnn/drcn/srgan/dbpn]

```

super resolve:

```bash

$ python3 super_resolve

```