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The Top 23 Python Machine Learning Segmentation Open Source Projects

Open source projects categorized as Python 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 ⭐ 13,343
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 15 days agopypi albumentations} 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
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 3 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
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
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
Meshcnn ⭐ 1,211
Convolutional Neural Network for 3D meshes in PyTorch
most recent commit 2 years ago
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
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
Retentioneering Tools ⭐ 715
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.
total releases 42most recent commit 5 months ago
Caer ⭐ 691
High-performance Vision library in Python. Scale your research, not boilerplate.
dependent packages 2total releases 119most recent commit a year agopypi caer} Downloads
Dipy ⭐ 647
DIPY is the paragon 3D/4D+ 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.
most recent commit 3 months ago
Cam2bev ⭐ 627
TensorFlow Implementation for Computing a Semantically Segmented Bird's Eye View (BEV) Image Given the Images of Multiple Vehicle-Mounted Cameras.
most recent commit 4 months ago
Monailabel ⭐ 496
MONAI Label is an intelligent open source image labeling and learning tool.
total releases 114most recent commit 3 months ago
Rectlabel Support ⭐ 477
RectLabel is an offline image annotation tool for object detection and segmentation.
most recent commit 3 months ago
Espnetv2 ⭐ 375
A light-weight, power efficient, and general purpose convolutional neural network
most recent commit 3 years ago
The 10 Most Depended On Python 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
Eta ⭐ 27
ETA: Extensible Toolkit for Analytics
dependent packages 2total releases 47latest release September 08, 2023most recent commit 3 months agopypi voxel51-eta} Downloads
The 10 Latest Releases In Python 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
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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