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The Top 23 Segmentation Image Processing Open Source Projects

Open source projects categorized as Segmentation Image Processing
Categories > Media > Image Processing
Categories > Machine Learning > Segmentation
Deep Learning For Image Processing ⭐ 18,759
deep learning for image processing including classification and object-detection etc.
most recent commit 5 months ago
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
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
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108most recent commit 10 months agopypi catalyst} Downloads
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
Slicer ⭐ 1,339
Multi-platform, free open source software for visualization and image computing.
most recent commit 3 months ago
Slicergitsvnarchive ⭐ 883
Multi-platform, free open source software for visualization and image computing.
most recent commit 4 years ago
Simpleitk ⭐ 801
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.
dependent packages 281total releases 34most recent commit 3 months agopypi SimpleITK} Downloads
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
Maxvit ⭐ 340
[ECCV 2022] Official repository for "MaxViT: Multi-Axis Vision Transformer". SOTA foundation models for classification, detection, segmentation, image quality, and generative modeling...
most recent commit a year ago
Pyimsegm ⭐ 289
Image segmentation - general superpixel segmentation & center detection & region growing
most recent commit 2 years ago
Cucim ⭐ 282
cuCIM - RAPIDS GPU-accelerated image processing library
dependent packages 12total releases 32most recent commit 3 months agopypi cucim} Downloads
Imantics ⭐ 260
📷 Reactive python package for managing, creating and visualizing different deep-learning image annotation formats
dependent packages 7total releases 13most recent commit 2 years agopypi imantics} Downloads
Arabic Ocr ⭐ 192
OCR system for Arabic language that converts images of typed text to machine-encoded text.
most recent commit 7 months ago
Bonnetal ⭐ 167
Bonnet and then some! Deep Learning Framework for various Image Recognition Tasks. Photogrammetry and Robotics Lab, University of Bonn
most recent commit 4 years ago
Open Solution Data Science Bowl 2018 ⭐ 158
Open solution to the Data Science Bowl 2018
most recent commit 2 years ago
Autoannotationtool ⭐ 149
A label tool aim to reduce semantic segmentation label time, rectangle and polygon annotation is supported
most recent commit a year ago
Mgan ⭐ 118
Masking GAN - Image attribute mask generation
most recent commit 4 years ago
Mobile Segmentation ⭐ 107
Real-time semantic image segmentation on mobile devices
most recent commit 2 years ago
Pottslab ⭐ 105
Unsupervised multilabel image segmentation (color/gray/multichannel) based on the Potts model (aka piecewise constant Mumford-Shah model)
most recent commit 5 months ago
Brainstools ⭐ 95
A suite of tools for medical image processing focused on brain analysis
most recent commit a year ago
Litiv ⭐ 90
C++ implementation pool for computer vision R&D projects.
most recent commit 2 years ago
Keras Icnet ⭐ 85
Keras implementation of Real-Time Semantic Segmentation on High-Resolution Images
most recent commit 6 years ago
The 10 Most Depended On Segmentation Image Processing Open Source Projects
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
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108latest release April 29, 2022most recent commit 10 months agopypi catalyst} Downloads
Cucim ⭐ 282
cuCIM - RAPIDS GPU-accelerated image processing library
dependent packages 12total releases 32latest release October 17, 2023most recent commit 3 months agopypi cucim} Downloads
Autoseg ⭐ 5
WebAssembly Realtime Image Segmentation
dependent packages 8total releases 10latest release November 28, 2020most recent commit 3 years agonpm autoseg} 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
Eta ⭐ 27
ETA: Extensible Toolkit for Analytics
dependent packages 2total releases 47latest release September 08, 2023most recent commit 3 months agopypi voxel51-eta} Downloads
Caer ⭐ 691
High-performance Vision library in Python. Scale your research, not boilerplate.
dependent packages 2total releases 119latest release October 13, 2021most recent commit a year agopypi caer} Downloads
The 10 Latest Releases In Segmentation Image Processing Open Source Projects
Cucim ⭐ 282
cuCIM - RAPIDS GPU-accelerated image processing library
dependent packages 12total releases 32latest release October 17, 2023most recent commit 3 months agopypi cucim} 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
Rm_anime_bg ⭐ 16
Anime background remover
total releases 2latest release June 21, 2023most recent commit 3 months ago
Chunkflow ⭐ 47
Compose chunk operators to create a pipeline for local or distributed petabyte-scale computation
total releases 40latest release September 08, 2022most recent commit 4 months ago
Symbac ⭐ 18
Accurate segmentation of bacterial microscope images using synthetically generated image data.
total releases 14latest release August 09, 2022most recent commit 4 months ago
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
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108latest release April 29, 2022most recent commit 10 months agopypi catalyst} Downloads
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