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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.

74K 820 501
nbara
meegkit

🔧🧠 MEEGkit: MEG & EEG processing toolkit in Python

36K 225 55
mstorath
pycirclemedianfilter

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

7K 16 5
CAREamics
careamics

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

5K 136 21
mstorath
l1tv

Denoising/reconstruction of piecewise constant signals using the L1TV model

4K 9 1
maurosilber
pawflim

Wavelet denoising of phasors.

3K 3 0
BiaPyX
biapy

Open source Python library for building bioimage analysis pipelines

2K 198 41
tbepler
topaz-em

Pipeline for particle picking in cryo-electron microscopy images using convolutional neural networks trained from positive and unlabeled examples. Also featuring micrograph and tomogram denoising with DNNs.

2K 212 73
rs-station
meteor-maps

denoise crystallographic difference maps

1K 8 2
InsightSoftwareConsortium
itk-totalvariation

External Module for Total Variation Algorithms, providing wrap for https://github.com/albarji/proxTV

1K 10 10
jtschwar
multimodal-fusion

Fuse multi-modal electron microscopy datasets using inverse problems

914 5 3
veralvx
audiotame

Command-line tool that normalizes audio and reduces noise.

875 4 0
CAREamics
careamics-napari

napari plugin for CAREamics

859 7 3
royerlab
aydin

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

705 174 15
forieux
qmm

Quadratic Majorize-Minimize Python toolbox

622 18 4
NeonGeckoCom
nsnet2-denoiser

NSNet2 Deep Noise Suppression (DNS) package

544 39 8
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)

500 14 2
jtschwar
mapfusion

Fuse multi-modal electron microscopy datasets using inverse problems

493 5 3
benediktfesl
diffusers-dmse

PyPI package for MSE-optimal denoising with diffusion models.

445 1 0
davisidarta
dbmap

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

370 48 4
will-rice
denoisers

Simple PyTorch Denoisers for Waveform Audio

344 41 2
marieroald
condat-tv

Python wrapper for the fast TV denoising algorithm by Laurent Condat

311 4 0
Bezdarnost
claritycore

Next-generation Open Source toolkit for low-level vision. Engineered for state-of-the-art performance in image and video restoration, including Super-Resolution, Denoising, Deblurring, and more.

285 13 2
ykahalan
ddkf

Dual Dynamic Kernel Filtering (DDKF): Minimal package with arbitrary kernels and learnable parameters

259 0 0
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