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The Top 23 Python Segmentation Image Processing Open Source Projects

Open source projects categorized as Python 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 ⭐ 13,417
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
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
Pyimsegm ⭐ 289
Image segmentation - general superpixel segmentation & center detection & region growing
most recent commit 2 years ago
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
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
Biapy ⭐ 85
Open source Python library for building bioimage analysis pipelines
most recent commit 3 months ago
Retina Features ⭐ 80
Project for segmentation of blood vessels, microaneurysm and hardexudates in fundus images.
most recent commit 6 years ago
Hdfnet ⭐ 79
(ECCV 2020) Hierarchical Dynamic Filtering Network for RGB-D Salient Object Detection
most recent commit 7 months ago
Xtreme Vision ⭐ 76
A High Level Python Library to empower students, developers to build applications and systems enabled with computer vision capabilities.
total releases 18most recent commit 2 years ago
Python Bioimage Analysis Tutorial ⭐ 72
A self-explanatory, hands-on intro to bioimage analysis in python. Slightly outdated but still much liked by learners.
most recent commit a year ago
Orchestra ⭐ 62
Orchestra is a sheet music reader (optical music recognition (OMR) system) that converts sheet music to a machine-readable version.
most recent commit 10 months ago
Blue_pyside ⭐ 55
bLUe - A simple and comprehensive image editor featuring automatic contrast enhancement, color correction, 3D LUT creation, raw postprocessing, exposure fusion and noise reduction
most recent commit 3 months ago
The 8 Most Depended On Python 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
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
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
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 Segmentation Image Processing Open Source Projects
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
Cytounet ⭐ 5
Deep Learning Based Cell Segmentation
total releases 4latest release February 12, 2022most recent commit 2 years ago
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