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Arbitrary Scale Super resolution

Project description

arbitrary-sr

It's about arbitrary scale image super-resolution.

Usage

Installation

pip install 

How to use

from arsr import sr
scale = 2.4
sr0    = sr('edsr')
up_img = sr.upsample(numpy_img,scale) # numpy_img {'type':numpy, 'dimension':(H,W,C) } 

method

  • ensemble
  • MetaSR
  • Implicit representation
  • UltraSR (Implicit representation + Spatial encoding)

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