super-resolution

A collection of super-resolution models & algorithms

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

Authored by icpm

Requirement

• python3.6
• numpy
• pytorch 1.0.0

Models

• VDSR
• EDSR
• DCRN
• SubPixelCNN
• SRCNN
• FSRCNN
• SRGAN
• DBPN

Usage

train:

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

super resolve:

$ python3 super_resolve