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The Top 23 Machine Learning Segmentation Open Source Projects

Open source projects categorized as Machine Learning Segmentation
Categories > Machine Learning > Machine Learning
Categories > Machine Learning > Segmentation
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 a day agopypi albumentations} Downloads
Mit Deep Learning ⭐ 9,897
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
most recent commit 4 months ago
Jetson Inference ⭐ 7,038
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
most recent commit 4 months ago
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
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108most recent commit 10 months agopypi catalyst} Downloads
Pytracking ⭐ 2,994
Visual tracking library based on PyTorch.
most recent commit 4 months ago
Segment Geospatial ⭐ 2,489
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
dependent packages 3total releases 23most recent commit 3 months agopypi segment-geospatial} Downloads
Imgclsmob ⭐ 2,399
Sandbox for training deep learning networks
dependent packages 9total releases 67most recent commit 2 years agopypi pytorchcv} Downloads
Coco Annotator ⭐ 1,743
✏️ Web-based image segmentation tool for object detection, localization, and keypoints
most recent commit a year ago
Ailia Models ⭐ 1,708
The collection of pre-trained, state-of-the-art AI models for ailia SDK
most recent commit 3 months ago
Robosat ⭐ 1,639
Semantic segmentation on aerial and satellite imagery. Extracts features such as: buildings, parking lots, roads, water, clouds
most recent commit 4 years ago
Universal Data Tool ⭐ 1,612
Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.
most recent commit 2 years ago
Ml Cvnets ⭐ 1,543
CVNets: A library for training computer vision networks
most recent commit 6 months ago
Pytorch Toolbelt ⭐ 1,458
PyTorch extensions for fast R&D prototyping and Kaggle farming
dependent packages 6total releases 27most recent commit 3 months agopypi pytorch-toolbelt} Downloads
Awesome Diarization ⭐ 1,384
A curated list of awesome Speaker Diarization papers, libraries, datasets, and other resources.
most recent commit 3 months ago
Meshcnn ⭐ 1,211
Convolutional Neural Network for 3D meshes in PyTorch
most recent commit 2 years ago
Jieba Php ⭐ 1,193
"結巴"中文分詞：做最好的 PHP 中文分詞、中文斷詞組件。 / "Jieba" (Chinese for "to stutter") Chinese text segmentation: built to be the best PHP Chinese word segmentation module.
dependent packages 8total releases 17most recent commit 2 years agopackagist fukuball/jieba-php} Downloads
Pointcnn ⭐ 1,176
PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)
most recent commit 3 years ago
Niftynet ⭐ 1,170
[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
most recent commit 4 years ago
Awesome Diffusion Models In Medical Imaging ⭐ 923
Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)
most recent commit 3 months ago
Pixellib ⭐ 828
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
dependent packages 1total releases 22most recent commit 2 years agopypi pixellib} Downloads
The 10 Most Depended On Machine Learning Segmentation Open Source Projects
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
Gluon Cv ⭐ 5,422
Gluon CV Toolkit
dependent packages 46total releases 1,535latest release February 03, 2023most recent commit a year agopypi gluoncv} Downloads
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108latest release April 29, 2022most recent commit 10 months agopypi catalyst} Downloads
Imgclsmob ⭐ 2,399
Sandbox for training deep learning networks
dependent packages 9total releases 67latest release September 21, 2021most recent commit 2 years agopypi pytorchcv} Downloads
Pyaudioanalysis ⭐ 5,453
Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
dependent packages 8total releases 23latest release February 07, 2022most recent commit 6 months agopypi pyAudioAnalysis} Downloads
Imantics ⭐ 260
:camera: Reactive python package for managing, creating and visualizing different deep-learning image annotation formats
dependent packages 7total releases 13latest release January 22, 2020most recent commit 2 years agopypi imantics} Downloads
Pytorch Toolbelt ⭐ 1,458
PyTorch extensions for fast R&D prototyping and Kaggle farming
dependent packages 6total releases 27latest release June 27, 2022most recent commit 3 months agopypi pytorch-toolbelt} Downloads
Segment Geospatial ⭐ 2,489
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
dependent packages 3total releases 23latest release November 08, 2023most recent commit 3 months agopypi segment-geospatial} Downloads
The 10 Latest Releases In Machine Learning Segmentation Open Source Projects
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
Ai On Browser.github.io ⭐ 14
Machine learning and data analysis package implemented in JavaScript and its online demo.
dependent packages 2total releases 47latest release November 25, 2023most recent commit 3 months agonpm @ai-on-browser/data-analysis-models} Downloads
Segment Geospatial ⭐ 2,489
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
dependent packages 3total releases 23latest release November 08, 2023most recent commit 3 months agopypi segment-geospatial} Downloads
Monailabel ⭐ 496
MONAI Label is an intelligent open source image labeling and learning tool.
total releases 114latest release October 01, 2023most recent commit 3 months ago
Eta ⭐ 27
ETA: Extensible Toolkit for Analytics
dependent packages 2total releases 47latest release September 08, 2023most recent commit 3 months agopypi voxel51-eta} Downloads
Orthoseg ⭐ 18
OrthoSeg makes it easy to train neural networks to segment orthophotos.
total releases 50latest release July 27, 2023most recent commit 4 months ago
Gluon Cv ⭐ 5,422
Gluon CV Toolkit
dependent packages 46total releases 1,535latest release February 03, 2023most recent commit a year agopypi gluoncv} Downloads
Gandlf ⭐ 127
A generalizable application framework for segmentation, regression, and classification using PyTorch
total releases 8latest release September 20, 2022most recent commit 3 months ago
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