PyRank

Super Resolution Python Packages

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

251K 8K 1K
TencentARC
gfpgan

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

133K 38K 6K
xinntao
realesrgan

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

83K 37K 4K
andrewekhalel
sewar

All image quality metrics you need in one package.

19K 612 71
Final2x
realesrgan-ncnn-py

Python Binding for realesrgan-ncnn-vulkan with PyBind11

19K 112 8
Maty3k
local-upscaler

Free, private photo editor that runs on your own machine: AI upscale, colorize, remove backgrounds and objects, color & light, film effects, sharpen, depth-of-field blur, crop, watermark, strip GPS metadata, size budgets, video, PDF, Steam tiles, and batch a folder with saved recipes.

9K 1 1
baronsmv
linux-rt-upscaler

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

5K 71 1
haoheliu
voicefixer

General Speech Restoration

5K 1K 161
eugenesiow
super-image

Image super resolution models for PyTorch.

4K 195 26
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.

4K 8K 1K
jungmannlab
picassosr

A collection of tools for painting super-resolution images

3K 149 56
deepinv
deepinv

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

3K 827 220
BiaPyX
biapy

Open source Python library for building bioimage analysis pipelines

2K 214 45
EutropicAI
cccv

cccv

2K 15 3
SharadhNaidu
synapse-sr

SYNAPSE-SR: Sentinel-2 super-resolution from 10 m to 2 m resolution. Physics-consistent deep learning with per-pixel trust maps and calibrated uncertainty. Flash (any CPU) and Pro (Mamba). pip install synapse-sr

2K 5 1
Final2x
realcugan-ncnn-py

Python Binding for realcugan-ncnn-vulkan with PyBind11

2K 12 2
ESAopenSR
opensr-model

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

1K 147 28
ESAOpenSR
opensr-srgan

Flexible implementation of different SR-GANs for Remote Sensing.

1K 53 9
EutropicAI
final2x-core

a cross-platform image super-resolution tool

1K 7K 525
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.

1K 7K 1K
pifroggi
vs-temporalfix

Add Temporal Coherence to AI Upscales in VapourSynth

1K 40 3
Final2x
waifu2x-ncnn-py

Python Binding for waifu2x-ncnn-vulkan with PyBind11

862 17 5
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.

675 7K 1K
Final2x
srmd-ncnn-py

Python Binding for srmd-ncnn-vulkan with PyBind11

666 3 1