Top 12 Python denoising Projects

SwinIR

27 4,060 0.0 Python

SwinIR: Image Restoration Using Swin Transformer (official repository)
VRT

1 1,244 0.0 Python

VRT: A Video Restoration Transformer (official repository)
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
maxim

1 940 0.0 Python

[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.
dipy

3 669 9.9 Python

DIPY is the paragon 3D/4D+ imaging library in Python. Contains generic methods for spatial normalization, signal processing, machine learning, statistical analysis and visualization of medical images. Additionally, it contains specialized methods for computational anatomy including diffusion, perfusion and structural imaging.
swin2sr

2 523 2.6 Python

Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 3.3M runs https://replicate.com/mv-lab/swin2sr
traiNNer

4 275 0.0 Python

traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.

Project mention: Unable to run stable diffusion locally | /r/StableDiffusion | 2023-06-07

git clone https://github.com/victorca25/traiNNer.git

hifigan-denoiser

1 188 0.0 Python

HiFi-GAN: High Fidelity Denoising and Dereverberation Based on Speech Deep Features in Adversarial Networks
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
python-meegkit

1 166 4.4 Python

🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python
maxim-pytorch

1 159 1.6 Python

[CVPR 2022 Oral] PyTorch re-implementation for "MAXIM: Multi-Axis MLP for Image Processing", with *training code*. Official Jax repo: https://github.com/google-research/maxim

Project mention: Need help to reduce vision transformer patch artifacts | /r/computervision | 2023-04-28

Hi there, i'm trying to do image enhancement task. Basically you give it some image and it makes it more colorful, vibrant, changes up some exposure and other things. I'm implementing it with Google Maxim architecture in pytorch. Unfortunately they dont include training code (original one is in JAX) and pyotorch only has the network, not training code.

ilo

1 117 1.8 Python

[ICML 2021] Official implementation: Intermediate Layer Optimization for Inverse Problems using Deep Generative Models
BJDD_CVPR21

1 63 0.0 Python

This is the official implementation of Beyond Joint Demosaicking and Denoising from CVPRW21.
nind-denoise

1 23 2.1 Python

Image denoising using the Natural Image Noise Dataset

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python denoising related posts

The DEFINITIVE Comparison to Upscalers
2 projects | /r/StableDiffusion | 12 Oct 2022
GIMP-ML Development
1 project | /r/computervision | 10 Jun 2021
Beyond joint demosaicking and denoising: pipeline for a pixel-bin image sensor
1 project | news.ycombinator.com | 23 Apr 2021
ResNet says Bullfrog
1 project | /r/NFT | 28 Mar 2021

Index

What are some of the best open-source denoising projects in Python? This list will help you:

	Project	Stars
1	SwinIR	4,060
2	VRT	1,244
3	maxim	940
4	dipy	669
5	swin2sr	523
6	traiNNer	275
7	hifigan-denoiser	188
8	python-meegkit	166
9	maxim-pytorch	159
10	ilo	117
11	BJDD_CVPR21	63
12	nind-denoise	23