Super Resolution Python Packages

gfpgan

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

263K 37K 6K

basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

259K 8K 1K

realesrgan

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

167K 35K 4K

sewar

All image quality metrics you need in one package.

33K 611 71

basicsr-fixed

14K 8K 1K

super-image

Image super resolution models for PyTorch.

13K 194 25

linux-rt-upscaler

A real‑time AI upscaler for any application window on GNU/Linux.

10K 34 1

srmd-ncnn-py

Python Binding for srmd-ncnn-vulkan with PyBind11

8K 3 1

deepinv

DeepInverse: a PyTorch library for solving imaging inverse problems using deep learning

7K 724 168

realesrgan-ncnn-py

Python Binding for realesrgan-ncnn-vulkan with PyBind11

4K 113 6

voicefixer

General Speech Restoration

4K 1K 157

realcugan-ncnn-py

Python Binding for realcugan-ncnn-vulkan with PyBind11

3K 12 2

picassosr

A collection of tools for painting super-resolution images

3K 141 58

opensr-model

ESA OpenSR Diffusion model package for Super-Resolution of Senintel-2 Imagery

2K 116 25

biapy

Open source Python library for building bioimage analysis pipelines

2K 197 41

waifu2x-ncnn-py

No description available

2K 17 4

mmedit

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

2K 7K 1K

mmagic

2K 7K 1K

pyfibrebundle

Python packaging for image processing of fibre bundle images, including core removal, mosaicing and super-resolution.

2K 13 3

deepliif

Deep Learning Inferred Multiplex ImmunoFluorescence for IHC Image Quantification (https://deepliif.org) [Nature Machine Intelligence'22, CVPR'22, MICCAI'23, Histopathology'23, MICCAI'24]

2K 249 90