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Segmentation Python Packages

Python packages with the GitHub topic segmentation. Sorted by relevance, with stars and monthly downloads.
WorksApplications
sudachipy

Sudachi in Rust 🦀 and new generation of SudachiPy

1.9M 442 50
WorksApplications
sudachidict-core

A lexicon for Sudachi

1.8M 294 20
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.

824K 1K 227
qubvel-org
segmentation-models-pytorch

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

716K 12K 2K
WorksApplications
sudachidict-full

A lexicon for Sudachi

601K 294 20
voxel51
voxel51-eta

ETA: Extensible Toolkit for Analytics

214K 36 16
qubvel
ttach

Image Test Time Augmentation with PyTorch!

162K 1K 69
WorksApplications
sudachidict-small

A lexicon for Sudachi

97K 294 20
MIC-DKFZ
nnunetv2

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

90K 8K 2K
MouseLand
cellpose

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

87K 2K 610
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
retentioneering
retentioneering

Retentioneering: product analytics, data-driven CJM optimization, marketing analytics, web analytics, transaction analytics, graph visualization, process mining, and behavioral segmentation in Python. Predictive analytics over clickstream, AB tests, machine learning, and Markov Chain simulations.

28K 882 133
rsennrich
subword-nmt

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

25K 2K 472
opengeos
geoai-py

GeoAI: Artificial Intelligence for Geospatial Data

23K 3K 432
rapidsai
cucim

cuCIM - RAPIDS GPU-accelerated image processing library

23K 456 81
qubvel
segmentation-models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

19K 5K 1K
opengeos
segment-geospatial

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

19K 4K 423
rapidsai
cucim-cu12

cuCIM - RAPIDS GPU-accelerated image processing library

19K 456 81
albumentations-team
albumentationsx

Next-generation Albumentations: dual-licensed for open-source and commercial use

16K 315 28
leomariga
pyransac3d

A python tool for fitting primitives 3D shapes in point clouds using RANSAC algorithm

16K 653 79
DPIRD-DMA
omnicloudmask

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

13K 169 20
seung-lab
compresso

Compresso: Efficient Compression of Segmentation Data For Connectomics

12K 4 1
rkcosmos
deepcut

A Thai word tokenization library using Deep Neural Network

10K 429 98
opengeos
segment-anything-py

An unofficial Python package for Meta AI's Segment Anything Model

10K 220 17
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