Image-to-Image
image-super-resolution

thera-edsr-air

Overview

This is a model from the paper Thera: Aliasing-Free Arbitrary-Scale Super-Resolution with Neural Heat Fields. It enables SOTA arbitrary-scale super-resolution, leveraging a built-in analytically correct observation model for anti-aliasing when moving across scales.

Model Details

  • Description: This model can be used to enable super-resolution of single images at arbitrary, non-integer scaling factors.
  • Backbone: EDSR-baseline
  • Variant: Air
  • Training Dataset: DIV2K

License

Apache-2.0

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