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The Top 9,497 Computer Vision Open Source Projects

Categories > Machine Learning > Computer Vision
Opencv ⭐ 65,194
Open Source Computer Vision Library
dependent packages 35total releases 29most recent commit 19 hours ago
Cs Video Courses ⭐ 47,606
List of Computer Science courses with video lectures.
most recent commit 6 days ago
D2l Zh ⭐ 36,616
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。
total releases 45most recent commit 14 hours ago
Openpose ⭐ 25,295
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
most recent commit a month ago
Applied Ml ⭐ 21,748
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
most recent commit 24 days ago
Darknet ⭐ 19,963
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
most recent commit a month ago
Mediapipe ⭐ 19,586
Cross-platform, customizable ML solutions for live and streaming media.
dependent packages 94total releases 24most recent commit 2 days agopypi mediapipe} Downloads
Pytorch Cyclegan And Pix2pix ⭐ 18,834
Image-to-Image Translation in PyTorch
most recent commit 4 days ago
Learnopencv ⭐ 17,518
Learn OpenCV : C++ and Python Examples
most recent commit 5 days ago
D2l En ⭐ 15,686
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
most recent commit 14 hours ago
Datasets ⭐ 14,836
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
dependent packages 208total releases 52most recent commit 16 hours agopypi datasets} Downloads
Dive Into Dl Pytorch ⭐ 13,747
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
most recent commit a year ago
Airsim ⭐ 13,540
Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
dependent packages 1total releases 14most recent commit 2 months agopypi airsim} Downloads
Awesome Pytorch List ⭐ 13,405
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
most recent commit 2 months ago
Virgilio ⭐ 13,316
Your new Mentor for Data Science E-Learning.
most recent commit 4 months ago
Vision ⭐ 12,921
Datasets, Transforms and Models specific to Computer Vision
dependent packages 1,413total releases 32most recent commit 6 hours agopypi torchvision} Downloads
Facenet ⭐ 12,781
Face recognition using Tensorflow
most recent commit 13 days ago
Vit Pytorch ⭐ 12,299
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
dependent packages 3total releases 143most recent commit 2 days agopypi vit-pytorch} Downloads
Dlib ⭐ 11,551
A toolkit for making real world machine learning and data analysis applications in C++
dependent packages 90total releases 32most recent commit 6 days agopypi dlib} Downloads
Label Studio ⭐ 11,387
Label Studio is a multi-type data labeling and annotation tool with standardized output format
dependent packages 3total releases 159most recent commit a day agopypi label-studio} Downloads
500 Ai Machine Learning Deep Learning Computer Vision Nlp Projects With Code ⭐ 10,590
500 AI Machine learning Deep learning Computer vision NLP Projects with code
most recent commit a month ago
Instant Ngp ⭐ 10,231
Instant neural graphics primitives: lightning fast NeRF and more
most recent commit 2 days ago
Caire ⭐ 10,067
Content aware image resize library
dependent packages 2total releases 53most recent commit a month ago
Deep Learning Drizzle ⭐ 10,044
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
most recent commit 8 months ago
Cyclegan ⭐ 9,881
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
most recent commit 2 years ago
Fashion Mnist ⭐ 9,856
A MNIST-like fashion product database. Benchmark 👇
most recent commit 8 months ago
Labelme ⭐ 9,473
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
dependent packages 8total releases 177most recent commit 9 days agopypi labelme} Downloads
Cvpr2022 Paper Code Interpretation ⭐ 9,199
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 7 months ago
Openframeworks ⭐ 9,180
openFrameworks is a community-developed cross platform toolkit for creative coding in C++.
most recent commit 15 hours ago
Cvpr2022 Papers With Code ⭐ 9,116
CVPR 2022 论文和开源项目合集
most recent commit 4 months ago
Computervision Recipes ⭐ 8,731
Best Practices, code samples, and documentation for Computer Vision.
most recent commit 17 days ago
Tracking.js ⭐ 8,693
A modern approach for Computer Vision on the web
dependent packages 18total releases 5most recent commit 2 years agonpm tracking} Downloads
Ludwig ⭐ 8,643
Data-centric declarative deep learning framework
dependent packages 3total releases 28most recent commit a day agopypi ludwig} Downloads
Meshroom ⭐ 8,618
3D Reconstruction Software
most recent commit 2 days ago
Carla ⭐ 8,566
Open-source simulator for autonomous driving research.
dependent packages 1total releases 5most recent commit 2 days agopypi carla} Downloads
Pix2pix ⭐ 8,452
Image-to-image translation with conditional adversarial nets
most recent commit a year ago
Cvat ⭐ 8,424
Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.
total releases 2most recent commit a day ago
Pcl ⭐ 7,953
Point Cloud Library (PCL)
dependent packages 2total releases 5most recent commit 2 days ago
Kornia ⭐ 7,465
Open Source Differentiable Computer Vision Library
dependent packages 58total releases 31most recent commit 7 hours agopypi kornia} Downloads
Ailab ⭐ 7,167
Experience, Learn and Code the latest breakthrough innovations with Microsoft AI
most recent commit 6 days ago
Ccv ⭐ 6,903
C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library
most recent commit 8 days ago
Models ⭐ 6,708
Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.
most recent commit 5 days ago
Awesome Object Detection ⭐ 6,707
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/1
most recent commit 9 months ago
Awesome C ⭐ 6,435
A curated list of awesome C frameworks, libraries, resources and other shiny things. Inspired by all the other awesome-... projects out there.
most recent commit 2 months ago
Librealsense ⭐ 6,430
Intel® RealSense™ SDK
dependent packages 14total releases 104most recent commit 4 hours agopypi pyrealsense2} Downloads
U 2 Net ⭐ 6,413
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 13 days ago
Pytorch Grad Cam ⭐ 6,292
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
dependent packages 1total releases 25most recent commit 16 days agopypi grad-cam} Downloads
Javacv ⭐ 6,291
Java interface to OpenCV, FFmpeg, and more
dependent packages 26total releases 23most recent commit 20 days ago
Jetson Inference ⭐ 5,966
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
most recent commit 2 days ago
Bosssensor ⭐ 5,880
Hide screen when boss is approaching.
most recent commit 4 years ago
Backgroundmattingv2 ⭐ 5,871
Real-Time High-Resolution Background Matting
most recent commit 4 months ago
Pix2pixhd ⭐ 5,675
Synthesizing and manipulating 2048x1024 images with conditional GANs
dependent packages 1total releases 1most recent commit 8 months agopypi pix2pixhd} Downloads
Easypr ⭐ 5,583
An easy, flexible, and accurate plate recognition project for Chinese licenses in unconstrained situations.
most recent commit 3 years ago
Tensorflow 2.x Tutorials ⭐ 5,496
TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。
most recent commit 2 years ago
Awesome Self Supervised Learning ⭐ 5,301
A curated list of awesome self-supervised methods
most recent commit 3 days ago
Gluon Cv ⭐ 5,283
Gluon CV Toolkit
dependent packages 44total releases 1,514most recent commit 4 months agopypi gluoncv} Downloads
Scikit Image ⭐ 5,146
Image processing in Python
dependent packages 1,979total releases 45most recent commit a day agopypi scikit-image} Downloads
Gocv ⭐ 5,135
Go package for computer vision using OpenCV 4 and beyond.
dependent packages 88total releases 49most recent commit 3 days ago
Autogluon ⭐ 5,113
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
most recent commit 2 days ago
Robustvideomatting ⭐ 5,076
Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!
most recent commit a year ago
Deeplake ⭐ 5,050
Data Lake for Deep Learning. Build, manage, query, version, & visualize datasets. Stream data real-time to PyTorch/TensorFlow. https://activeloop.ai
dependent packages 1total releases 149most recent commit 9 hours agopypi hub} Downloads
Introtodeeplearning ⭐ 5,017
Lab Materials for MIT 6.S191: Introduction to Deep Learning
most recent commit 10 months ago
Pytorch Metric Learning ⭐ 4,843
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
dependent packages 12total releases 193most recent commit a month agopypi pytorch-metric-learning} Downloads
Colmap ⭐ 4,632
COLMAP - Structure-from-Motion and Multi-View Stereo
most recent commit 11 hours ago
Realtime_multi Person_pose_estimation ⭐ 4,630
Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)
most recent commit 3 years ago
Lama ⭐ 4,589
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
most recent commit 5 days ago
Learn Data Science For Free ⭐ 4,583
This repositary is a combination of different resources lying scattered all over the internet. The reason for making such an repositary is to combine all the valuable resources in a sequential manner, so that it helps every beginners who are in a search of free and structured learning resource for Data Science. For Constant Updates Follow me in Twitter.
most recent commit 2 years ago
Ai Deadlines ⭐ 4,557
⏰ AI conference deadline countdowns
most recent commit 13 days ago
Openmvg ⭐ 4,532
open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.
most recent commit 16 days ago
Tensorflow World ⭐ 4,530
🌎 Simple and ready-to-use tutorials for TensorFlow
most recent commit 2 years ago
Deep Learning Interview Book ⭐ 4,509
深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）
most recent commit 4 months ago
Ssd.pytorch ⭐ 4,507
A PyTorch Implementation of Single Shot MultiBox Detector
most recent commit a year ago
Daily Paper Computer Vision ⭐ 4,415
记录每天整理的计算机视觉/深度学习/机器学习相关方向的论文
most recent commit 2 years ago
Vrn ⭐ 4,368
👨 Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression"
most recent commit a year ago
Imagededup ⭐ 4,264
😎 Finding duplicate images made easy!
most recent commit 9 days ago
Opencvsharp ⭐ 4,218
OpenCV wrapper for .NET
dependent packages 74total releases 38most recent commit 17 days agonuget OpenCvSharp4} Downloads
Framework ⭐ 4,017
Machine learning, computer vision, statistics and general scientific computing for .NET
most recent commit 2 years ago
D2l Pytorch ⭐ 3,933
This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
most recent commit 2 months ago
Pigo ⭐ 3,903
Fast face detection, pupil/eyes localization and facial landmark points detection library in pure Go.
dependent packages 15total releases 24most recent commit 10 days ago
Pysot ⭐ 3,859
SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.
most recent commit 2 years ago
Mmediting ⭐ 3,829
OpenMMLab Image and Video Restoration, Editing and Generation Toolbox
dependent packages 1total releases 15most recent commit 2 days agopypi mmedit} Downloads
Arxivtimes ⭐ 3,709
repository to research & share the machine learning articles
most recent commit 5 months ago
Igan ⭐ 3,672
Interactive Image Generation via Generative Adversarial Networks
most recent commit 2 years ago
Deep Person Reid ⭐ 3,558
Torchreid: Deep learning person re-identification in PyTorch.
most recent commit 2 months ago
Awesome Multimodal Ml ⭐ 3,544
Reading list for research topics in multimodal machine learning
most recent commit 3 months ago
Ai Job Notes ⭐ 3,534
AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）
most recent commit 6 months ago
Machine_learning_complete ⭐ 3,522
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
most recent commit a month ago
Image Super Resolution ⭐ 3,376
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
most recent commit 10 months ago
Simclr ⭐ 3,274
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
most recent commit 13 days ago
3ddfa ⭐ 3,243
The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.
most recent commit 7 months ago
Siammask ⭐ 3,226
[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach
most recent commit 10 months ago
Layout Parser ⭐ 3,155
A Unified Toolkit for Deep Learning Based Document Image Analysis
dependent packages 2total releases 11most recent commit 3 months agopypi layoutparser} Downloads
Awesome_3dreconstruction_list ⭐ 3,038
A curated list of papers & resources linked to 3D reconstruction from images.
most recent commit a year ago
Catalyst ⭐ 2,999
Accelerated deep learning R&D
dependent packages 10total releases 108most recent commit 2 months agopypi catalyst} Downloads
Ai For Beginners ⭐ 2,922
12 Weeks, 24 Lessons, AI for All!
most recent commit 7 days ago
Sistine ⭐ 2,921
Turn a MacBook into a Touchscreen with $1 of Hardware
most recent commit 3 years ago
Eccv2022 Rife ⭐ 2,920
ECCV2022-Real-Time Intermediate Flow Estimation for Video Frame Interpolation
most recent commit 7 days ago
Ceres Solver ⭐ 2,900
A large scale non-linear optimization library
most recent commit 5 days ago
Face.evolve ⭐ 2,899
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
most recent commit 6 months ago
Tencent Ml Images ⭐ 2,893
Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet
most recent commit a year ago
1-100 of 9,497 projects
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