Downloads · 30 days
0
thera-rdn-pro
prs-eth/thera-rdn-pro
thera-rdn-pro is a image-to-image model from prs-eth. Use it when you need one image transformed into another. The card lists the license as apache-2.0.
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 mo…
Access
Public
Updated Nov 10, 2025
Repo size
—
Likes
13
Public
Repo makeup
Click a slice to open those files.
.pkl319 MB · 100%
At a glance
- Task
- Image-to-Image
- License
- apache-2.0
- Access
- Public
- Created
- Mar 13, 2025
- Updated
- Nov 10, 2025
- SHA
- b292ac8a
Model card
From the Hugging Face model README
thera-rdn-pro
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.
Project page: https://therasr.github.io Code: https://github.com/prs-eth/thera
Model Details
- Description: This model can be used to enable super-resolution of single images at arbitrary, non-integer scaling factors.
- Backbone:
RDN - Variant:
Pro - Training Dataset:
DIV2K
Sample Usage
Super-resolve any image with:
./super_resolve.py IN_FILE OUT_FILE --scale 3.14 --checkpoint thera-rdn-pro.pkl
License
Apache-2.0
- Task
- Image-to-Image
- License
- apache-2.0
- Created
- Mar 13, 2025
- Updated
- Nov 10, 2025