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Denoising Python Packages

Python packages with the GitHub topic denoising. Sorted by relevance, with stars and monthly downloads.
dipy
dipy

DIPY is the paragon 3D/4D+ medical 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.

82K 819 497
nbara
meegkit

🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python

39K 225 55
CAREamics
careamics

A deep-learning library for denoising images using Noise2Void and friends, with a focus on user-experience and documentation.)

7K 133 21
mstorath
pycirclemedianfilter

Fast median filter for circle-valued data, for example signals or images describing phase or orientation

3K 16 5
BiaPyX
biapy

Open source Python library for building bioimage analysis pipelines

2K 197 41
maurosilber
pawflim

Wavelet denoising of phasors.

2K 3 0
InsightSoftwareConsortium
itk-totalvariation

TotalVariation algorithms, providing a wrap for the external project: https://github.com/albarji/proxTV

2K 10 10
tbepler
topaz-em

Particle picking with positive-unlabeled CNNs

1K 208 72
CAREamics
careamics-napari

napari plugin for CAREamics

1K 7 3
forieux
qmm

Python Quadratic Majorization-Minimization (MM) optimization algorithms of half-quadratic criteria. Inverses problems, image restoration, denoising, ...

1K 18 4
jtschwar
multimodal-fusion

Multi-Modal Electron Microscopy Data Fusion

1K 5 3
rs-station
meteor-maps

bringing you the best difference maps

969 8 2
mstorath
l1tv

Denoising/reconstruction of piecewise constant signals using the L1TV model

927 9 1
AmusementClub
vapoursynth-nlm-ispc

Non-local means denoise filter, drop-in replacement of the venerable KNLMeansCL for VapourSynth, but without the OpenCL dependency (CPU only)

891 14 2
jtschwar
mapfusion

Fuse multi-modal electron microscopy datasets using inverse problems

795 5 3
veralvx
audiotame

A command-line tool that normalizes audio and reduces noise. Optional Gradio Web UI

719 4 0
royerlab
aydin

Aydin — User-friendly, Fast, Self-Supervised Image Denoising for All.

610 174 14
marieroald
condat-tv

Python wrapper for the fast TV denoising algorithm by Laurent Condat

526 4 0
will-rice
denoisers

A package for training audio denoisers

404 41 2
NeonGeckoCom
nsnet2-denoiser

NSNet2 Deep Noise Suppression (DNS) package

368 39 8
benediktfesl
diffusers-dmse

Integrating the diffusion model-based MSE-optimal denoising strategy into the diffusers pipeline.

364 1 0
davisidarta
dbmap

dbMAP: diffusion metrics, graphs and layouts for machine-learning

316 48 4
olaflaitinen
promethium-seismic

Promethium is a state-of-the-art, AI-driven framework for seismic signal reconstruction, denoising, and geophysical data enhancement, integrating cutting-edge deep learning architectures with production-grade data engineering.

302 10 0
Fleyderer
pyrssa

Python package for Singular Spectrum Analysis

253 5 3
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