The Top 1,094 Computer Vision Open Source Projects

Awesome Open Source

Awesome Open Source

Combined Topics

computer-vision x

The Top 1,094 Computer Vision Open Source Projects

Categories > Machine Learning > Computer Vision

Opencv ⭐50,270

Open Source Computer Vision Library

Openpose ⭐19,283

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

D2l Zh ⭐19,258

《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140所大学采用教学。

Cs Video Courses ⭐15,458

List of Computer Science courses with video lectures.

Pytorch Cyclegan And Pix2pix ⭐13,578

Image-to-Image Translation in PyTorch

Virgilio ⭐12,863

Your new Mentor for Data Science E-Learning.

Learnopencv ⭐12,497

Learn OpenCV : C++ and Python Examples

Facenet ⭐11,258

Face recognition using Tensorflow

Dive Into Dl Pytorch ⭐11,214

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。

Awesome Pytorch List ⭐11,033

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

Airsim ⭐10,925

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

Cyclegan ⭐10,124

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

Mediapipe ⭐9,817

MediaPipe is the simplest way for researchers and developers to build world-class ML solutions and applications for mobile, edge, cloud and the web.

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

Content aware image resize library

Deep Learning Drizzle ⭐8,833

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

Fashion Mnist ⭐8,507

A MNIST-like fashion product database. Benchmark 👉

Openframeworks ⭐8,058

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

Pix2pix ⭐8,050

Image-to-image translation with conditional adversarial nets

D2l En ⭐8,044

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks. Adopted at 140 universities.

Vision ⭐7,762

Datasets, Transforms and Models specific to Computer Vision

Computervision Recipes ⭐7,279

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

Ludwig ⭐7,271

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

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

Awesome Object Detection ⭐5,997

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

Bosssensor ⭐5,982

Hide screen when boss is approaching.

Easypr ⭐5,795

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

Serpentai ⭐5,748

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

Labelme ⭐5,742

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

Point Cloud Library (PCL)

Tensorflow 2.x Tutorials ⭐5,638

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。

Meshroom ⭐5,540

3D Reconstruction Software

Cvpr2020 Paper Code Interpretation ⭐5,534

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

Models ⭐5,359

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）

Open-source simulator for autonomous driving research.

Pix2pixhd ⭐4,924

Synthesizing and manipulating 2048x1024 images with conditional GANs

Javacv ⭐4,710

Java interface to OpenCV, FFmpeg, and more

Librealsense ⭐4,514

Intel® RealSense™ SDK

Tensorflow World ⭐4,506

🌎 Simple and ready-to-use tutorials for TensorFlow

Realtime_multi Person_pose_estimation ⭐4,495

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

Powerful and efficient Computer Vision Annotation Tool (CVAT)

Gluon Cv ⭐4,334

Gluon CV Toolkit

Applied Ml ⭐4,323

📚 Papers by organizations sharing their work on applied data science & machine learning.

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

Daily Paper Computer Vision ⭐4,186

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

Scikit Image ⭐4,047

Image processing in Python

Framework ⭐4,019

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

Ssd.pytorch ⭐4,008

A PyTorch Implementation of Single Shot MultiBox Detector

Jetson Inference ⭐3,782

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

Interactive Image Generation via Generative Adversarial Networks

Label Studio ⭐3,677

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

Go package for computer vision using OpenCV 4 and beyond.

Cvpr2020 Code ⭐3,572

CVPR 2020 论文开源项目合集

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

D2l Pytorch ⭐3,501

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

Arxivtimes ⭐3,367

repository to research & share the machine learning articles

Kornia ⭐3,315

Open Source Differentiable Computer Vision Library for PyTorch

Imagededup ⭐3,256

😎 Finding duplicate images made easy!

Openmvg ⭐3,195

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

Awesome Self Supervised Learning ⭐3,078

A curated list of awesome self-supervised methods

Handong1587.github.io ⭐3,035

Pure Go face detection, pupil/eyes localization and facial landmark points detection library

Ai Deadlines ⭐2,919

⏰ AI conference deadline countdowns

Siammask ⭐2,919

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

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

Introtodeeplearning ⭐2,822

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

Opencvsharp ⭐2,781

OpenCV wrapper for .NET

Autogluon ⭐2,772

AutoGluon: AutoML for Text, Image, and Tabular Data

Openvslam ⭐2,761

OpenVSLAM: A Versatile Visual SLAM Framework

Tencent Ml Images ⭐2,760

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

[CVPR2020] Adversarial Latent Autoencoders

Awesome_3dreconstruction_list ⭐2,584

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

Pocketflow ⭐2,556

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

3d Resnets Pytorch ⭐2,555

3D ResNets for Action Recognition (CVPR 2018)

Ai Job Notes ⭐2,524

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）

Colmap ⭐2,464

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

Colorization ⭐2,452

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

Simplecv ⭐2,438

The Open Source Framework for Machine Vision

Covid Chestxray Dataset ⭐2,430

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

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

Pytorch Metric Learning ⭐2,398

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

Luminoth ⭐2,325

Deep Learning toolkit for Computer Vision.

Catalyst ⭐2,289

Accelerated deep learning R&D

Deep Learning Interview Book ⭐2,281

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）

Interactive Deep Colorization ⭐2,279

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

Image Super Resolution ⭐2,273

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

Papers ⭐2,251

Summaries of machine learning papers

Semantic Segmentation Suite ⭐2,230

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

Face.evolve.pytorch ⭐2,128

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

Deepinterests ⭐2,058

Neural Photo Editor ⭐1,975

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

Photo2cartoon ⭐1,910

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

Knockknock ⭐1,861

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

Computelibrary ⭐1,817

The Compute Library is a set of computer vision and machine learning functions optimised for both Arm CPUs and GPUs using SIMD technologies.

Deblurgan ⭐1,811

Image Deblurring using Generative Adversarial Networks

Iccv2019 Learningtopaint ⭐1,779

ICCV2019 - A painting AI that can reproduce paintings stroke by stroke using deep reinforcement learning.

Monodepth2 ⭐1,777

[ICCV 2019] Monocular depth estimation from a single image

Convolutional Recurrent Neural Network (CRNN) for image-based sequence recognition.

mean Average Precision - This code evaluates the performance of your neural net for object recognition.

Ceres Solver ⭐1,738

A large scale non-linear optimization library

1-100 of 1,094 projects