Segmentation Python Packages

sudachipy

Sudachi in Rust 🦀 and new generation of SudachiPy

1.9M 444 53

sudachidict-core

A lexicon for Sudachi

1.8M 296 20

segmentation-models-pytorch

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

765K 12K 2K

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.

710K 1K 227

sudachidict-full

A lexicon for Sudachi

615K 296 20

voxel51-eta

ETA: Extensible Toolkit for Analytics

206K 36 16

ttach

Image Test Time Augmentation with PyTorch!

161K 1K 69

sudachidict-small

A lexicon for Sudachi

98K 296 20

nnunetv2

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

87K 8K 2K

cellpose

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

86K 2K 615

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.

72K 820 501

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.

27K 887 135