The Top 1,187 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 1,187 Computer Vision Open Source Projects

Categories > Machine Learning > Computer Vision

Opencv ⭐ 52,612

Open Source Computer Vision Library

Cs Video Courses ⭐ 20,287

List of Computer Science courses with video lectures.

Openpose ⭐ 20,175

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

D2l Zh ⭐ 20,155

《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。

Pytorch Cyclegan And Pix2pix ⭐ 14,349

Image-to-Image Translation in PyTorch

Learnopencv ⭐ 13,265

Learn OpenCV : C++ and Python Examples

Virgilio ⭐ 12,981

Your new Mentor for Data Science E-Learning.

Dive Into Dl Pytorch ⭐ 12,015

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。

Facenet ⭐ 11,560

Face recognition using Tensorflow

Awesome Pytorch List ⭐ 11,526

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

Airsim ⭐ 11,328

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

Mediapipe ⭐ 11,030

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

Cyclegan ⭐ 10,340

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

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

Caire ⭐ 9,466

Content aware image resize library

Deep Learning Drizzle ⭐ 9,118

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

D2l En ⭐ 8,902

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

Fashion Mnist ⭐ 8,843

A MNIST-like fashion product database. Benchmark 👉

Vision ⭐ 8,455

Datasets, Transforms and Models specific to Computer Vision

Openframeworks ⭐ 8,232

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

Pix2pix ⭐ 8,224

Image-to-image translation with conditional adversarial nets

Applied Ml ⭐ 7,954

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

Ludwig ⭐ 7,571

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

Computervision Recipes ⭐ 7,534

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

Datasets ⭐ 6,864

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

Ailab ⭐ 6,310

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

Awesome Object Detection ⭐ 6,211

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

Labelme ⭐ 6,199

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

Meshroom ⭐ 6,016

3D Reconstruction Software

Bosssensor ⭐ 6,005

Hide screen when boss is approaching.

Point Cloud Library (PCL)

Easypr ⭐ 5,877

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

Serpentai ⭐ 5,849

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

Tensorflow 2.x Tutorials ⭐ 5,827

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 ⭐ 5,709

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）

Cvpr2021 Paper Code Interpretation ⭐ 5,663

cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 papers，极市团队整理

Carla ⭐ 5,641

Open-source simulator for autonomous driving research.

Pix2pixhd ⭐ 5,102

Synthesizing and manipulating 2048x1024 images with conditional GANs

Label Studio ⭐ 5,091

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

Powerful and efficient Computer Vision Annotation Tool (CVAT)

Javacv ⭐ 4,921

Java interface to OpenCV, FFmpeg, and more

Librealsense ⭐ 4,835

Intel® RealSense™ SDK

Realtime_multi Person_pose_estimation ⭐ 4,576

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

Gluon Cv ⭐ 4,567

Gluon CV Toolkit

Tensorflow World ⭐ 4,519

🌎 Simple and ready-to-use tutorials for TensorFlow

Daily Paper Computer Vision ⭐ 4,427

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

Learn Data Science For Free ⭐ 4,362

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.

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

Scikit Image ⭐ 4,216

Image processing in Python

Ssd.pytorch ⭐ 4,170

A PyTorch Implementation of Single Shot MultiBox Detector

Introtodeeplearning ⭐ 4,153

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

Jetson Inference ⭐ 4,135

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

Framework ⭐ 4,052

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

Cvpr2020 Code ⭐ 3,847

CVPR 2020 论文开源项目合集

Go package for computer vision using OpenCV 4 and beyond.

Interactive Image Generation via Generative Adversarial Networks

Pysot ⭐ 3,648

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

Kornia ⭐ 3,629

Open Source Differentiable Computer Vision Library for PyTorch

D2l Pytorch ⭐ 3,602

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

Arxivtimes ⭐ 3,438

repository to research & share the machine learning articles

Awesome Self Supervised Learning ⭐ 3,427

A curated list of awesome self-supervised methods

Imagededup ⭐ 3,402

😎 Finding duplicate images made easy!

Openmvg ⭐ 3,379

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

Ai Deadlines ⭐ 3,163

⏰ AI conference deadline countdowns

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

Handong1587.github.io ⭐ 3,063

Siammask ⭐ 3,019

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

Autogluon ⭐ 3,010

AutoGluon: AutoML for Text, Image, and Tabular Data

Opencvsharp ⭐ 2,984

OpenCV wrapper for .NET

Openvslam ⭐ 2,954

OpenVSLAM: A Versatile Visual SLAM Framework

3ddfa ⭐ 2,933

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

[CVPR2020] Adversarial Latent Autoencoders

Backgroundmattingv2 ⭐ 2,819

Real-Time High-Resolution Background Matting

Tencent Ml Images ⭐ 2,808

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

Pytorch Metric Learning ⭐ 2,780

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

Vit Pytorch ⭐ 2,737

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

3d Resnets Pytorch ⭐ 2,733

3D ResNets for Action Recognition (CVPR 2018)

Awesome_3dreconstruction_list ⭐ 2,723

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

Colmap ⭐ 2,721

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

Ai Job Notes ⭐ 2,679

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）

Pocketflow ⭐ 2,612

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

Deep Learning Interview Book ⭐ 2,602

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）

Image Super Resolution ⭐ 2,562

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

Covid Chestxray Dataset ⭐ 2,561

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

Colorization ⭐ 2,548

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

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

Simplecv ⭐ 2,456

The Open Source Framework for Machine Vision

Catalyst ⭐ 2,449

Accelerated deep learning R&D

An easier way to build neural search on the cloud

Luminoth ⭐ 2,344

Deep Learning toolkit for Computer Vision.

Interactive Deep Colorization ⭐ 2,328

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

Papers ⭐ 2,281

Summaries of machine learning papers

Semantic Segmentation Suite ⭐ 2,279

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

Face.evolve.pytorch ⭐ 2,278

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

Photo2cartoon ⭐ 2,179

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

Deepinterests ⭐ 2,125

Knockknock ⭐ 1,993

🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code

Neural Photo Editor ⭐ 1,987

A simple interface for editing natural photos with generative neural networks.

Monodepth2 ⭐ 1,960

[ICCV 2019] Monocular depth estimation from a single image

Simclr ⭐ 1,946

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

1-100 of 1,187 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