Segmentation Python Packages

sudachipy

Sudachi in Rust 🦀 and new generation of SudachiPy

1.9M 442 50

sudachidict-core

A lexicon for Sudachi

1.8M 294 20

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

segmentation-models-pytorch

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

716K 12K 2K

sudachidict-full

A lexicon for Sudachi

601K 294 20

voxel51-eta

ETA: Extensible Toolkit for Analytics

214K 36 16

ttach

Image Test Time Augmentation with PyTorch!

162K 1K 69

sudachidict-small

A lexicon for Sudachi

97K 294 20

nnunetv2

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

90K 8K 2K

cellpose

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

87K 2K 610

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: 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