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The Top 23 Deep Learning Image Segmentation Open Source Projects

Open source projects categorized as Deep Learning Image Segmentation
Categories > Machine Learning > Deep Learning
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 14 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
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
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 3 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
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 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
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
Tf_unet ⭐ 1,582
Generic U-Net Tensorflow implementation for image segmentation
most recent commit 4 years ago
Eccv2022 Papers With Code ⭐ 1,490
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
Training_extensions ⭐ 1,119
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
dependent packages 1total releases 55most recent commit a month agopypi otx} Downloads
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
Awesome Robotics ⭐ 817
A curated list of awesome links and software libraries that are useful for robots.
most recent commit 3 months ago
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
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
The 8 Most Depended On Deep Learning Image Segmentation Open Source Projects
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108latest release April 29, 2022most 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 27latest release June 27, 2022most recent commit 3 months agopypi pytorch-toolbelt} Downloads
Midv 500 Models ⭐ 23
Model for document segmentation trained on the midv-500-models dataset.
dependent packages 3total releases 2latest release November 09, 2020most recent commit 3 years agopypi midv500models} 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
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
Pixellib ⭐ 828
Visit PixelLib's official documentation https://pixellib.readthedocs.io/en/latest/
dependent packages 1total releases 22latest release October 11, 2021most recent commit 2 years agopypi pixellib} Downloads
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
The 10 Latest Releases In Deep Learning Image Segmentation Open Source Projects
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
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
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
Kelp O Matic ⭐ 10
Segmentation Tools for Remotely Sensed RPAS Imagery
total releases 28latest release October 24, 2022most recent commit 3 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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