PyRank

Super Resolution Python Packages

Python packages with the GitHub topic super-resolution. Sorted by relevance, with stars and monthly downloads.
xinntao
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.

262K 8K 1K
TencentARC
gfpgan

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

255K 37K 6K
xinntao
realesrgan

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

167K 35K 4K
andrewekhalel
sewar

All image quality metrics you need in one package.

40K 612 71
eugenesiow
super-image

Image super resolution models for PyTorch.

15K 194 25
xinntao
basicsr-fixed

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.

14K 8K 1K
baronsmv
linux-rt-upscaler

A real-time SRCNN upscaler for any X-Window.

13K 38 1
deepinv
deepinv

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

7K 735 169
Final2x
srmd-ncnn-py

Python Binding for srmd-ncnn-vulkan with PyBind11

5K 3 1
Final2x
realesrgan-ncnn-py

Python Binding for realesrgan-ncnn-vulkan with PyBind11

5K 113 6
haoheliu
voicefixer

General Speech Restoration

4K 1K 158
ESAopenSR
opensr-model

Implementation of Latent Diffusion Super-Resolution model for RGB-NIR Sen2 imagery.

3K 122 25
Final2x
realcugan-ncnn-py

Python Binding for realcugan-ncnn-vulkan with PyBind11

2K 12 2
BiaPyX
biapy

Open source Python library for building bioimage analysis pipelines

2K 198 41
jungmannlab
picassosr

A collection of tools for painting super-resolution images

2K 142 58
Final2x
waifu2x-ncnn-py

Python Binding for waifu2x-ncnn-vulkan with PyBind11

2K 17 4
open-mmlab
mmagic

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
open-mmlab
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
nadeemlab
deepliif

DeepLIIF: Deep-Learning Inferred Multiplex Immunofluorescence for Immunohistochemical Image Quantification

1K 250 90
EutropicAI
final2x-core

core library for Final2x

1K 93 19
MikeHughesKent
pyfibrebundle

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

1K 13 3
ssube
onnx-web

web UI for GPU-accelerated ONNX pipelines like Stable Diffusion, even on Windows and AMD

979 234 30
ai-forever
py-real-esrgan

PyTorch implementation of Real-ESRGAN model

848 644 223
LoSealL
vsr

A collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.

644 2K 297