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The Top 23 Deep Learning Segmentation Open Source Projects

Open source projects categorized as Deep Learning Segmentation
Categories > Machine Learning > Deep Learning
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
Imgaug ⭐ 13,682
Image augmentation for machine learning experiments.
dependent packages 141total releases 11most recent commit 9 months agopypi imgaug} Downloads
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
Mit Deep Learning ⭐ 9,897
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
most recent commit 4 months ago
Deep Photo Styletransfer ⭐ 9,803
Code and data for paper "Deep Photo Style Transfer": https://arxiv.org/abs/1703.07511
most recent commit 3 years ago
Pytorch Unet ⭐ 7,861
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
most recent commit 4 months ago
Jetson Inference ⭐ 7,038
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
most recent commit 4 months ago
Yolo_tracking ⭐ 5,907
BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models
dependent packages 1total releases 46most recent commit a month agopypi boxmot} Downloads
Mvision ⭐ 5,784
机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶
most recent commit 3 years ago
Gluon Cv ⭐ 5,422
Gluon CV Toolkit
dependent packages 46total releases 1,535most recent commit a year agopypi gluoncv} Downloads
Paddlex ⭐ 4,510
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
dependent packages 2total releases 54most recent commit 4 months agopypi paddlex} Downloads
Unet ⭐ 4,218
unet for image segmentation
most recent commit a year ago
Awesome Point Cloud Analysis ⭐ 3,695
A list of papers and datasets about point cloud analysis (processing)
most recent commit a year ago
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108most recent commit 10 months agopypi catalyst} Downloads
Resnest ⭐ 3,070
ResNeSt: Split-Attention Networks
dependent packages 5total releases 1,081most recent commit a year agopypi resnest} Downloads
Awesome Lane Detection ⭐ 2,665
A paper list of lane detection.
most recent commit 7 months ago
Segment Geospatial ⭐ 2,489
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
dependent packages 3total releases 23most recent commit 3 months agopypi segment-geospatial} Downloads
Imgclsmob ⭐ 2,399
Sandbox for training deep learning networks
dependent packages 9total releases 67most recent commit 2 years agopypi pytorchcv} Downloads
Torch Points3d ⭐ 2,396
Pytorch framework for doing deep learning on point clouds.
most recent commit 11 days ago
Semantic Segmentation Suite ⭐ 2,311
Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!
most recent commit 3 years ago
Deep Learning For Tracking And Detection ⭐ 2,270
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
most recent commit 5 months ago
Lanenet Lane Detection ⭐ 2,170
Unofficial implemention of lanenet model for real time lane detection
most recent commit 5 months ago
Awesome Gan For Medical Imaging ⭐ 1,919
Awesome GAN for Medical Imaging
most recent commit 2 years ago
The 10 Most Depended On Deep Learning Segmentation Open Source Projects
Imgaug ⭐ 13,682
Image augmentation for machine learning experiments.
dependent packages 141total releases 11latest release February 05, 2020most recent commit 9 months agopypi imgaug} Downloads
Gluon Cv ⭐ 5,422
Gluon CV Toolkit
dependent packages 46total releases 1,535latest release February 03, 2023most recent commit a year agopypi gluoncv} 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
Imgviz ⭐ 232
Image Visualization Tools (object detection, semantic and instance segmentation)
dependent packages 13total releases 85latest release August 22, 2023most recent commit 4 months agopypi imgviz} Downloads
Imgclsmob ⭐ 2,399
Sandbox for training deep learning networks
dependent packages 9total releases 67latest release September 21, 2021most recent commit 2 years agopypi pytorchcv} 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
Ttach ⭐ 879
Image Test Time Augmentation with PyTorch!
dependent packages 5total releases 3latest release July 09, 2020most recent commit 9 months agopypi ttach} Downloads
Resnest ⭐ 3,070
ResNeSt: Split-Attention Networks
dependent packages 5total releases 1,081latest release July 07, 2022most recent commit a year agopypi resnest} Downloads
Musket_core ⭐ 14
Core Functionality of DL Pipelines
dependent packages 4total releases 32latest release November 21, 2019most recent commit 4 years agopypi musket-core} Downloads
The 10 Latest Releases In Deep Learning Segmentation Open Source Projects
Supervisely ⭐ 433
Supervisely SDK for Python - convenient way to automate, customize and extend Supervisely Platform for your computer vision task
dependent packages 1total releases 732latest release December 11, 2023most recent commit 3 months agopypi supervisely} Downloads
Segment Lidar ⭐ 238
Python package for segmenting LiDAR data using Segment-Anything Model (SAM) from Meta AI.
total releases 16latest release November 27, 2023most recent commit 5 months ago
Decimer Image Segmentation ⭐ 63
Chemical structure detection and segmentation tool for Journal articles.
total releases 9latest release November 20, 2023most recent commit 4 months ago
Biom3d ⭐ 15
Easy Volumetric Segmentation with Deep Learning
total releases 34latest release November 13, 2023most recent commit 4 months ago
Yolo_tracking ⭐ 5,907
BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models
dependent packages 1total releases 46latest release November 13, 2023most recent commit a month agopypi boxmot} Downloads
Segment Geospatial ⭐ 2,489
A Python package for segmenting geospatial data with the Segment Anything Model (SAM)
dependent packages 3total releases 23latest release November 08, 2023most recent commit 3 months agopypi segment-geospatial} Downloads
Omnipose ⭐ 69
Omnipose: a high-precision solution for morphology-independent cell segmentation
dependent packages 1total releases 15latest release October 23, 2023most recent commit 3 months agopypi omnipose} Downloads
Monailabel ⭐ 496
MONAI Label is an intelligent open source image labeling and learning tool.
total releases 114latest release October 01, 2023most recent commit 3 months ago
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