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super-resolution

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collection of super-resolution models & algorithms

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collection of super-resolution models & algorithms

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

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> Tags

Pythonfsrcnnpytorchresolution-modelssrcnn

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> Details

PublishedAug 1, 2026
UpdatedSep 17, 2026
Category编程语言
PricingOpen source

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