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Segmentation Python Packages

Python packages with the GitHub topic segmentation. Sorted by monthly downloads, with stars and forks.
WorksApplications
sudachidict-core

A lexicon for Sudachi

1.8M 312 22
WorksApplications
sudachipy

Sudachi in Rust 🦀 and new generation of SudachiPy

1.6M 486 62
SimpleITK
simpleitk

SimpleITK: a layer built on top of the Insight Toolkit (ITK), intended to simplify and facilitate ITK's use in rapid prototyping, education and interpreted languages.

1.1M 1K 235
WorksApplications
sudachidict-full

A lexicon for Sudachi

889K 312 22
qubvel-org
segmentation-models-pytorch

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

401K 12K 2K
MIC-DKFZ
nnunetv2

nnU-Net is a framework for out-of-the box image segmentation.

183K 9K 2K
voxel51
voxel51-eta

ETA: Extensible Toolkit for Analytics

168K 38 16
WorksApplications
sudachidict-small

A lexicon for Sudachi

167K 312 22
MouseLand
cellpose

a generalist algorithm for cellular segmentation with human-in-the-loop capabilities

116K 2K 649
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.

102K 849 516
albumentations-team
albumentationsx

Image augmentation for computer vision. AGPL-3.0-only or commercial licensing.

71K 567 44
qubvel
ttach

Image Test Time Augmentation with PyTorch!

65K 1K 69
VietHoang1710
khmer-nltk

Khmer natural language processing toolkit

40K 86 20
rapidsai
cucim

cuCIM - RAPIDS GPU-accelerated image processing library

27K 470 92
ENPICOM
immunum

A high-performance antibody and TCR sequence numbering tool for Rust, Python, Polars and JS/TS.

25K 34 4
retentioneering
retentioneering

Python toolkit, MCP server, and agent skills for reproducible, auditable clickstream and event log analytics. Helps AI agents, data scientists and analysts build, validate, and cross-check product analytics, quantitative UX, customer journeys, graph-based user flows, behavioral segmentation, A/B tests, process mining models, Markov chain simulation

19K 929 138
rapidsai
cucim-cu12

cuCIM - RAPIDS GPU-accelerated image processing library

19K 470 92
rsennrich
subword-nmt

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

17K 2K 470
DPIRD-DMA
omnicloudmask

OmniCloudMask is a Python library for fast, accurate cloud and cloud shadow segmentation in satellite imagery.

16K 199 28
leomariga
pyransac3d

Python library for fitting 3D primitive shapes to point clouds with RANSAC. Detect planes, spheres, cylinders, cuboids, circles, and lines.

10K 670 80
rkcosmos
deepcut

A Thai word tokenization library using Deep Neural Network

9K 428 99
opengeos
segment-geospatial

A Python package for segmenting geospatial data with the Segment Anything Model (SAM)

7K 4K 447
qubvel
segmentation-models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

7K 5K 1K
navis-org
navis

Python library for analysis of neuroanatomical data.

7K 137 37
    • Original data from PyPI, GitHub, and OSV; downloads served through ClickHouse
    • Sources & methodology