PyRank

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

2.7M 455 55
WorksApplications
sudachidict-core

A lexicon for Sudachi

2.5M 299 21
qubvel-org
segmentation-models-pytorch

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

823K 12K 2K
WorksApplications
sudachidict-full

A lexicon for Sudachi

720K 299 21
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.

659K 1K 227
voxel51
voxel51-eta

ETA: Extensible Toolkit for Analytics

197K 37 16
qubvel
ttach

Image Test Time Augmentation with PyTorch!

165K 1K 69
MIC-DKFZ
nnunetv2

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

110K 9K 2K
MouseLand
cellpose

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

104K 2K 637
WorksApplications
sudachidict-small

A lexicon for Sudachi

98K 299 21
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.

79K 829 504
isarandi
rlemasklib

Manipulate run-length encoded image masks

65K 25 7
rapidsai
cucim

cuCIM - RAPIDS GPU-accelerated image processing library

44K 463 84
rkcosmos
deepcut

A Thai word tokenization library using Deep Neural Network

30K 429 99
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 891 135
rsennrich
subword-nmt

Unsupervised Word Segmentation for Neural Machine Translation and Text Generation

23K 2K 474
VietHoang1710
khmer-nltk

Khmer natural language processing toolkit

23K 84 19
opengeos
geoai-py

GeoAI: Artificial Intelligence for Geospatial Data

20K 3K 454
albumentations-team
albumentationsx

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

19K 498 31
opengeos
segment-geospatial

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

17K 4K 425
qubvel
segmentation-models

Segmentation models with pretrained backbones. Keras and TensorFlow Keras.

17K 5K 1K
DPIRD-DMA
omnicloudmask

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

15K 182 24
OPHoperHPO
carvekit

✂️ Automated high-quality background removal framework for an image using neural networks. ✂️

15K 2K 283
rapidsai
cucim-cu12

cuCIM - RAPIDS GPU-accelerated image processing library

15K 463 84