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The Top 23 Image Segmentation Open Source Projects

Open source projects categorized as Image Segmentation
Categories > Machine Learning > Image Segmentation
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 2 days agopypi albumentations} Downloads
Cvpr2023 Paper Code Interpretation ⭐ 12,148
cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2 论文/代码/解读/直播合集，极市团队整理
most recent commit a year ago
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
U 2 Net ⭐ 8,101
The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."
total releases 4most recent commit 3 months ago
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
Unet ⭐ 4,218
unet for image segmentation
most recent commit a year ago
Notebooks ⭐ 3,677
Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.
most recent commit 3 months ago
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108most recent commit 10 months agopypi catalyst} Downloads
Deepdetect ⭐ 2,492
Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
most recent commit 4 months ago
Iccv2023 Paper Code Interpretation ⭐ 2,200
ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理
most recent commit 7 months ago
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
Coco Annotator ⭐ 1,743
✏️ Web-based image segmentation tool for object detection, localization, and keypoints
most recent commit a year ago
Labelbox Custom Labeling Apps ⭐ 1,741
Explore example custom labeling apps built with Labelbox SDK
most recent commit 4 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
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
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
Eccv2022 Papers With Code ⭐ 1,521
ECCV 2022 论文开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2020开源项目
most recent commit a year 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 5 months agopypi hcaptcha-challenger} Downloads
The 10 Most Depended On 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 10 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
Autoseg ⭐ 5
WebAssembly Realtime Image Segmentation
dependent packages 8total releases 10latest release November 28, 2020most recent commit 3 years agonpm autoseg} 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
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 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 5 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 5 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
Training_extensions ⭐ 1,119
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
dependent packages 1total releases 55latest release October 31, 2023most recent commit a month agopypi otx} 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
Pliman ⭐ 41
Tools for Plant Image Analysis
total releases 7latest release October 14, 2023most recent commit 3 months ago
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
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