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.

283K 8K 1K
TencentARC
gfpgan

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

276K 38K 6K
xinntao
realesrgan

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

194K 36K 4K
andrewekhalel
sewar

All image quality metrics you need in one package.

46K 613 71
eugenesiow
super-image

Image super resolution models for PyTorch.

11K 196 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.

9K 8K 1K
baronsmv
linux-rt-upscaler

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

9K 55 1
deepinv
deepinv

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

6K 772 179
Final2x
realesrgan-ncnn-py

Python Binding for realesrgan-ncnn-vulkan with PyBind11

5K 114 7
haoheliu
voicefixer

General Speech Restoration

5K 1K 160
PaddlePaddle
ppgan

PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.

4K 8K 1K
BiaPyX
biapy

Open source Python library for building bioimage analysis pipelines

3K 202 41
jungmannlab
picassosr

A collection of tools for painting super-resolution images

3K 144 58
ESAopenSR
opensr-model

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

3K 134 25
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
sangwyn
qualisr-lab

A toolkit for extracting IQA features, training regressors, and analyzing super-resolution image quality against human scores.

2K 1 0
Final2x
realcugan-ncnn-py

Python Binding for realcugan-ncnn-vulkan with PyBind11

2K 12 2
Final2x
waifu2x-ncnn-py

Python Binding for waifu2x-ncnn-vulkan with PyBind11

1K 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.

1K 7K 1K
nadeemlab
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]

1K 254 91
Final2x
srmd-ncnn-py

No description available

920 3 1
EutropicAI
final2x-core

core for Final2x

851 93 19
MikeHughesKent
pyfibrebundle

Image processing of images acquired through fibre imaging bundle, including core removal, mosaicing and super-resolution..

703 13 3
ssube
onnx-web

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

698 235 29