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The Top 23 Python Image Segmentation Open Source Projects

Open source projects categorized as Python Image Segmentation
Categories > Machine Learning > Image Segmentation
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 11 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
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
Mmsegmentation ⭐ 6,974
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
dependent packages 7total releases 46most recent commit 3 months agopypi mmsegmentation} 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
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108most recent commit 9 months agopypi catalyst} Downloads
Surface Defect Detection ⭐ 1,820
📈 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.
most recent commit a year ago
3dunetcnn ⭐ 1,750
Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation
most recent commit 3 months 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
Ssl4mis ⭐ 1,595
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
most recent commit 9 months ago
Tf_unet ⭐ 1,582
Generic U-Net Tensorflow implementation for image segmentation
most recent commit 4 years 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
Hcaptcha Challenger ⭐ 1,247
🥂 Gracefully face hCaptcha challenge with MoE(ONNX) embedded solution.
dependent packages 2total releases 113most recent commit 4 months agopypi hcaptcha-challenger} Downloads
Unet Segmentation Pytorch Nest Of Unets ⭐ 1,236
Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet
most recent commit a year ago
Attention Gated Networks ⭐ 1,099
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
most recent commit 3 years ago
Unet Family ⭐ 1,029
Paper and implementation of UNet-related model.
most recent commit 4 years ago
Ternausnet ⭐ 1,008
UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset
total releases 1most recent commit a year ago
Ai_sudoku ⭐ 945
GUI based Smart Sudoku Solver that tries to extract a sudoku puzzle from a photo and solve it
most recent commit a year ago
Medicalzoopytorch ⭐ 896
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
most recent commit 2 years ago
Medsegdiff ⭐ 831
Medical Image Segmentation with Diffusion Model
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
Cleanvision ⭐ 739
Automatically find issues in image datasets and practice data-centric computer vision.
dependent packages 1total releases 10most recent commit 5 months agopypi cleanvision} Downloads
Dilation ⭐ 715
Dilated Convolution for Semantic Image Segmentation
most recent commit 6 years ago
The 10 Most Depended On Python Image Segmentation 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
Medpy ⭐ 523
Medical image processing in Python
dependent packages 29total releases 6latest release February 14, 2019most recent commit 4 months agopypi MedPy} Downloads
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108latest release April 29, 2022most recent commit 9 months agopypi catalyst} Downloads
Segmentation_models ⭐ 4,514
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
dependent packages 16total releases 8latest release January 10, 2020most recent commit 3 months agopypi segmentation-models} Downloads
Mmsegmentation ⭐ 6,974
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
dependent packages 7total releases 46latest release October 17, 2023most recent commit 3 months agopypi mmsegmentation} 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
Napari_pyclesperanto_assistant ⭐ 29
GPU-accelerated general purpose image processing and image analysis in napari
dependent packages 4total releases 68latest release January 15, 2023most recent commit 4 months agopypi napari-pyclesperanto-assistant} Downloads
Tinybrain ⭐ 8
Image pyramid generation for grayscale and segmentation image resize.
dependent packages 4total releases 16latest release August 27, 2022most recent commit 4 months agopypi tinybrain} Downloads
The 10 Latest Releases In Python Image Segmentation Open Source Projects
Smriprep ⭐ 111
Structural MRI PREProcessing (sMRIPrep) workflows for NIPreps (NeuroImaging PREProcessing tools)
dependent packages 4total releases 64latest release December 08, 2023most recent commit 4 months agopypi smriprep} Downloads
Hcaptcha Challenger ⭐ 1,247
🥂 Gracefully face hCaptcha challenge with MoE(ONNX) embedded solution.
dependent packages 2total releases 113latest release December 07, 2023most recent commit 4 months agopypi hcaptcha-challenger} Downloads
Skintoneclassifier ⭐ 36
An easy-to-use library for skin tone classification
total releases 19latest release November 29, 2023most recent commit 3 months ago
Mmsegmentation ⭐ 6,974
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
dependent packages 7total releases 46latest release October 17, 2023most recent commit 3 months agopypi mmsegmentation} Downloads
Cleanvision ⭐ 739
Automatically find issues in image datasets and practice data-centric computer vision.
dependent packages 1total releases 10latest release September 01, 2023most recent commit 5 months agopypi cleanvision} Downloads
Epitools ⭐ 6
Quantifying 2D cell shape and epithelial tissue dynamics
total releases 12latest release August 15, 2023most recent commit 7 months ago
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
Machinevision Toolbox Python ⭐ 76
Machine vision toolbox for Python
dependent packages 1total releases 12latest release May 03, 2023most recent commit a year agopypi machinevision-toolbox-python} Downloads
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