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The Top 23 Python Segmentation Open Source Projects

Open source projects categorized as Python Segmentation
Categories > Machine Learning > Segmentation
Jieba ⭐ 31,881
结巴中文分词
dependent packages 419total releases 32most recent commit 3 months agopypi jieba} Downloads
Deep Learning For Image Processing ⭐ 18,759
deep learning for image processing including classification and object-detection etc.
most recent commit 5 months ago
Imgaug ⭐ 13,682
Image augmentation for machine learning experiments.
dependent packages 141total releases 11most recent commit 9 months agopypi imgaug} Downloads
Albumentations ⭐ 13,417
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
dependent packages 273total releases 53most recent commit 18 hours agopypi albumentations} Downloads
Paddledetection ⭐ 11,653
Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.
dependent packages 1total releases 9most recent commit 4 months agopypi paddledet} Downloads
Segmentation_models.pytorch ⭐ 8,226
Segmentation models with pretrained backbones. PyTorch.
dependent packages 49total releases 13most recent commit 5 months agopypi segmentation-models-pytorch} Downloads
Paddleseg ⭐ 7,961
Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.
dependent packages 4total releases 10most recent commit 3 months agopypi paddleseg} Downloads
Pytorch Unet ⭐ 7,861
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
most recent commit 4 months ago
Mmsegmentation ⭐ 6,974
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
dependent packages 7total releases 46most recent commit 3 months agopypi mmsegmentation} Downloads
Pytorch Cnn Visualizations ⭐ 6,883
Pytorch implementation of convolutional neural network visualization techniques
most recent commit 2 years ago
Pkuseg Python ⭐ 6,001
pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation
dependent packages 8total releases 22most recent commit a year agopypi pkuseg} Downloads
Pyaudioanalysis ⭐ 5,453
Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
dependent packages 8total releases 23most recent commit 6 months agopypi pyAudioAnalysis} Downloads
Gluon Cv ⭐ 5,422
Gluon CV Toolkit
dependent packages 46total releases 1,535most recent commit a year agopypi gluoncv} Downloads
Yolact ⭐ 4,793
A simple, fully convolutional model for real-time instance segmentation.
most recent commit 7 months ago
Background Matting ⭐ 4,622
Background Matting: The World is Your Green Screen
most recent commit a year ago
Nnunet ⭐ 4,608
dependent packages 11total releases 23most recent commit 3 months agopypi nnunet} Downloads
Segmentation_models ⭐ 4,514
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
dependent packages 16total releases 8most recent commit 3 months agopypi segmentation-models} Downloads
Paddlex ⭐ 4,510
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
dependent packages 2total releases 54most recent commit 4 months agopypi paddlex} Downloads
Pointnet ⭐ 4,396
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
most recent commit 5 months ago
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108most recent commit 10 months agopypi catalyst} Downloads
Resnest ⭐ 3,070
ResNeSt: Split-Attention Networks
dependent packages 5total releases 1,081most recent commit a year agopypi resnest} Downloads
Fastmaskrcnn ⭐ 3,041
Mask RCNN in TensorFlow
most recent commit 3 years ago
Pytracking ⭐ 2,994
Visual tracking library based on PyTorch.
most recent commit 4 months ago
The 10 Most Depended On Python Segmentation Open Source Projects
Jieba ⭐ 31,881
结巴中文分词
dependent packages 419total releases 32latest release January 20, 2020most recent commit 3 months agopypi jieba} Downloads
Imgaug ⭐ 13,682
Image augmentation for machine learning experiments.
dependent packages 141total releases 11latest release February 05, 2020most recent commit 9 months agopypi imgaug} Downloads
Pythainlp ⭐ 902
Thai Natural Language Processing in Python.
dependent packages 51total releases 101latest release November 26, 2023most recent commit 3 months agopypi pythainlp} Downloads
Segmentation_models.pytorch ⭐ 8,226
Segmentation models with pretrained backbones. PyTorch.
dependent packages 49total releases 13latest release September 19, 2019most recent commit 5 months agopypi segmentation-models-pytorch} Downloads
Gluon Cv ⭐ 5,422
Gluon CV Toolkit
dependent packages 46total releases 1,535latest release February 03, 2023most recent commit a year agopypi gluoncv} Downloads
Sudachi.rs ⭐ 253
Sudachi in Rust 🦀 and new generation of SudachiPy
dependent packages 34total releases 39latest release February 15, 2023most recent commit 3 months agopypi SudachiPy} Downloads
Sudachidict ⭐ 212
A lexicon for Sudachi
dependent packages 26total releases 24latest release December 14, 2023most recent commit 3 months agopypi SudachiDict-core} Downloads
Webvtt Py ⭐ 143
Read, write and segment WebVTT caption files in Python.
dependent packages 24total releases 13latest release November 18, 2020most recent commit a year agopypi webvtt-py} Downloads
The 10 Latest Releases In Python Segmentation Open Source Projects
Colour Checker Detection ⭐ 194
Colour checker detection with Python
total releases 7latest release December 21, 2023most recent commit 3 months ago
Sudachidict ⭐ 212
A lexicon for Sudachi
dependent packages 26total releases 24latest release December 14, 2023most recent commit 3 months agopypi SudachiDict-core} Downloads
Supervisely ⭐ 433
Supervisely SDK for Python - convenient way to automate, customize and extend Supervisely Platform for your computer vision task
dependent packages 1total releases 732latest release December 11, 2023most recent commit 3 months agopypi supervisely} Downloads
Blenderproc ⭐ 2,402
A procedural Blender pipeline for photorealistic training image generation
total releases 15latest release December 06, 2023most recent commit 3 months ago
Segment Lidar ⭐ 238
Python package for segmenting LiDAR data using Segment-Anything Model (SAM) from Meta AI.
total releases 16latest release November 27, 2023most recent commit 5 months ago
Pythainlp ⭐ 902
Thai Natural Language Processing in Python.
dependent packages 51total releases 101latest release November 26, 2023most recent commit 3 months agopypi pythainlp} Downloads
Sssegmentation ⭐ 698
SSSegmentation: An Open Source Supervised Semantic Segmentation Toolbox Based on PyTorch.
total releases 5latest release November 23, 2023most recent commit 3 months ago
Igneous ⭐ 37
Scalable Neuroglancer compatible Downsampling, Meshing, Skeletonizing, Contrast Normalization, Transfers and more.
dependent packages 1total releases 56latest release November 21, 2023most recent commit 3 months agopypi igneous-pipeline} Downloads
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