The Top 1,245 Computer Vision Open Source Projects

Awesome Open Source

Awesome Open Source

Combined Topics

computer-vision x

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210

The Top 1,245 Computer Vision Open Source Projects

Categories > Machine Learning > Computer Vision

Opencv ⭐ 54,191

Open Source Computer Vision Library

D2l Zh ⭐ 23,736

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球175所大学采用教学。

Cs Video Courses ⭐ 23,263

List of Computer Science courses with video lectures.

Openpose ⭐ 20,847

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

Pytorch Cyclegan And Pix2pix ⭐ 14,893

Image-to-Image Translation in PyTorch

Learnopencv ⭐ 13,778

Learn OpenCV : C++ and Python Examples

Virgilio ⭐ 13,027

Your new Mentor for Data Science E-Learning.

Dive Into Dl Pytorch ⭐ 12,672

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。

Mediapipe ⭐ 11,991

Cross-platform, customizable ML solutions for live and streaming media.

Awesome Pytorch List ⭐ 11,795

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

Facenet ⭐ 11,760

Face recognition using Tensorflow

Airsim ⭐ 11,651

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

Cyclegan ⭐ 10,515

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

Dlib ⭐ 10,131

A toolkit for making real world machine learning and data analysis applications in C++

Applied Ml ⭐ 9,789

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

D2l En ⭐ 9,750

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.

Caire ⭐ 9,536

Content aware image resize library

Deep Learning Drizzle ⭐ 9,262

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

Fashion Mnist ⭐ 9,064

A MNIST-like fashion product database. Benchmark 👇

Vision ⭐ 8,995

Datasets, Transforms and Models specific to Computer Vision

Pix2pix ⭐ 8,380

Image-to-image translation with conditional adversarial nets

Openframeworks ⭐ 8,354

openFrameworks is a community-developed cross platform toolkit for creative coding in C++.

Datasets ⭐ 8,108

🤗 The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools

Computervision Recipes ⭐ 7,701

Best Practices, code samples, and documentation for Computer Vision.

Ludwig ⭐ 7,668

Ludwig is a toolbox that allows to train and evaluate deep learning models without the need to write code.

Cvpr2021 Paper Code Interpretation ⭐ 6,761

cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

Labelme ⭐ 6,532

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

Ailab ⭐ 6,399

Experience, Learn and Code the latest breakthrough innovations with Microsoft AI

Meshroom ⭐ 6,358

3D Reconstruction Software

Awesome Object Detection ⭐ 6,328

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

Point Cloud Library (PCL)

Bosssensor ⭐ 6,024

Hide screen when boss is approaching.

Easypr ⭐ 5,923

An easy, flexible, and accurate plate recognition project for Chinese licenses in unconstrained situations.

Carla ⭐ 5,922

Open-source simulator for autonomous driving research.

Serpentai ⭐ 5,920

Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!

Tensorflow 2.x Tutorials ⭐ 5,904

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。

Models ⭐ 5,891

Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）

Label Studio ⭐ 5,753

Label Studio is a multi-type data labeling and annotation tool with standardized output format

Powerful and efficient Computer Vision Annotation Tool (CVAT)

Pix2pixhd ⭐ 5,233

Synthesizing and manipulating 2048x1024 images with conditional GANs

Javacv ⭐ 5,054

Java interface to OpenCV, FFmpeg, and more

Librealsense ⭐ 5,050

Intel® RealSense™ SDK

Cvpr2021 Papers With Code ⭐ 4,959

CVPR 2021 论文和开源项目合集

Gluon Cv ⭐ 4,707

Gluon CV Toolkit

Realtime_multi Person_pose_estimation ⭐ 4,628

Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)

Learn Data Science For Free ⭐ 4,584

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.

Daily Paper Computer Vision ⭐ 4,578

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

Introtodeeplearning ⭐ 4,556

Lab Materials for MIT 6.S191: Introduction to Deep Learning

Tensorflow World ⭐ 4,523

🌎 Simple and ready-to-use tutorials for TensorFlow

Jetson Inference ⭐ 4,432

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

👨 Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression"

Scikit Image ⭐ 4,322

Image processing in Python

Ssd.pytorch ⭐ 4,269

A PyTorch Implementation of Single Shot MultiBox Detector

Framework ⭐ 4,086

Machine learning, computer vision, statistics and general scientific computing for .NET

Vit Pytorch ⭐ 4,024

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Go package for computer vision using OpenCV 4 and beyond.

Kornia ⭐ 3,956

Open Source Differentiable Computer Vision Library for PyTorch

Interactive Image Generation via Generative Adversarial Networks

Awesome Self Supervised Learning ⭐ 3,717

A curated list of awesome self-supervised methods

Pysot ⭐ 3,709

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

D2l Pytorch ⭐ 3,669

This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.

Imagededup ⭐ 3,536

😎 Finding duplicate images made easy!

Openmvg ⭐ 3,506

open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.

Backgroundmattingv2 ⭐ 3,506

Real-Time High-Resolution Background Matting

Arxivtimes ⭐ 3,478

repository to research & share the machine learning articles

Ai Deadlines ⭐ 3,324

⏰ AI conference deadline countdowns

An easier way to build neural search on the cloud

Fastest unstructured dataset management for TensorFlow/PyTorch. Stream data real-time & version-control it. http://activeloop.ai

Fast face detection, pupil/eyes localization and facial landmark points detection library in pure Go.

Autogluon ⭐ 3,157

AutoGluon: AutoML for Text, Image, and Tabular Data

Pytorch Metric Learning ⭐ 3,125

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

Opencvsharp ⭐ 3,104

OpenCV wrapper for .NET

Handong1587.github.io ⭐ 3,081

Siammask ⭐ 3,071

[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach

3ddfa ⭐ 2,993

The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

[CVPR2020] Adversarial Latent Autoencoders

Openvslam ⭐ 2,952

OpenVSLAM: A Versatile Visual SLAM Framework

Deep Learning Interview Book ⭐ 2,922

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）

Colmap ⭐ 2,913

COLMAP - Structure-from-Motion and Multi-View Stereo

3d Resnets Pytorch ⭐ 2,862

3D ResNets for Action Recognition (CVPR 2018)

Tencent Ml Images ⭐ 2,845

Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet

Awesome_3dreconstruction_list ⭐ 2,837

A curated list of papers & resources linked to 3D reconstruction from images.

Ai Job Notes ⭐ 2,824

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）

Image Super Resolution ⭐ 2,744

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

Deep Person Reid ⭐ 2,733

Torchreid: Deep learning person re-identification in PyTorch.

Pocketflow ⭐ 2,634

An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

Covid Chestxray Dataset ⭐ 2,618

We are building an open database of COVID-19 cases with chest X-ray or CT images.

Colorization ⭐ 2,614

Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.

Catalyst ⭐ 2,551

Accelerated deep learning R&D

Simplecv ⭐ 2,470

The Open Source Framework for Machine Vision

Face.evolve.pytorch ⭐ 2,388

🔥🔥High-Performance Face Recognition Library on PyTorch🔥🔥

Interactive Deep Colorization ⭐ 2,370

Deep learning software for colorizing black and white images with a few clicks.

Luminoth ⭐ 2,363

Deep Learning toolkit for Computer Vision.

Photo2cartoon ⭐ 2,329

人像卡通化探索项目 (photo-to-cartoon translation project)

Semantic Segmentation Suite ⭐ 2,323

Semantic Segmentation Suite in TensorFlow. Implement, train, and test new Semantic Segmentation models easily!

Papers ⭐ 2,303

Summaries of machine learning papers

Monodepth2 ⭐ 2,246

[ICCV 2019] Monocular depth estimation from a single image

Deepinterests ⭐ 2,175

Simclr ⭐ 2,153

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

1-100 of 1,245 projects

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210