Top 6 Python image-denoising Projects

SwinIR

27 4,060 0.0 Python

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

5 1,992 0.0 Python

The state-of-the-art image restoration model without nonlinear activation functions.

Project mention: Workflow to denoise low quality images? | /r/comfyui | 2023-11-29

I've tried using NAFNet but this simply does not work on most images I've tried. I've tried using VEAencode then using low denoise parameter on a KSampler while describing the image as much as possible and did not get good results as well.

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.
MPRNet

1 1,098 4.6 Python

[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
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
FBCNN

4 391 0.0 Python

Official Code for ICCV 2021 paper "Towards Flexible Blind JPEG Artifacts Removal (FBCNN)"
Ne2Ne-Image-Denoising

1 27 3.0 Python

Deep Unsupervised Image Denoising, based on Neighbour2Neighbour training

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).