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The Top 8,228 Computer Vision Open Source Projects on Github

Categories > Machine Learning > Computer Vision
Opencv ⭐ 59,328
Open Source Computer Vision Library
D2l Zh ⭐ 29,869
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。
Cs Video Courses ⭐ 25,412
List of Computer Science courses with video lectures.
Openpose ⭐ 23,051
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
Applied Ml ⭐ 18,584
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Darknet ⭐ 18,210
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
Pytorch Cyclegan And Pix2pix ⭐ 16,665
Image-to-Image Translation in PyTorch
Mediapipe ⭐ 15,836
Cross-platform, customizable ML solutions for live and streaming media.
Learnopencv ⭐ 15,559
Learn OpenCV : C++ and Python Examples
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。
Jina ⭐ 13,231
Cloud-native neural search framework for 𝙖𝙣𝙮 kind of data
Virgilio ⭐ 13,166
Your new Mentor for Data Science E-Learning.
Airsim ⭐ 12,629
Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
Awesome Pytorch List ⭐ 12,502
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
D2l En ⭐ 12,184
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 300 universities from 55 countries including Stanford, MIT, Harvard, and Cambridge.
Facenet ⭐ 11,969
Face recognition using Tensorflow
Datasets ⭐ 11,863
🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
Dlib ⭐ 10,886
A toolkit for making real world machine learning and data analysis applications in C++
Vision ⭐ 10,739
Datasets, Transforms and Models specific to Computer Vision
Cyclegan ⭐ 9,881
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
Caire ⭐ 9,800
Content aware image resize library
Deep Learning Drizzle ⭐ 9,658
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Fashion Mnist ⭐ 9,039
A MNIST-like fashion product database. Benchmark 👇
Openframeworks ⭐ 8,714
openFrameworks is a community-developed cross platform toolkit for creative coding in C++.
Pix2pix ⭐ 8,452
Image-to-image translation with conditional adversarial nets
Computervision Recipes ⭐ 8,122
Best Practices, code samples, and documentation for Computer Vision.
Cvpr2021 Paper Code Interpretation ⭐ 8,119
cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理
Ludwig ⭐ 8,068
Data-centric declarative deep learning framework
Vit Pytorch ⭐ 8,020
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
Labelme ⭐ 7,856
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
Label Studio ⭐ 7,474
Label Studio is a multi-type data labeling and annotation tool with standardized output format
Meshroom ⭐ 7,232
3D Reconstruction Software
Carla ⭐ 7,156
Open-source simulator for autonomous driving research.
Pcl ⭐ 7,006
Point Cloud Library (PCL)
Cvpr2021 Papers With Code ⭐ 6,898
CVPR 2021 论文和开源项目合集
Ailab ⭐ 6,819
Experience, Learn and Code the latest breakthrough innovations with Microsoft AI
Cvat ⭐ 6,722
Powerful and efficient Computer Vision Annotation Tool (CVAT)
Awesome Object Detection ⭐ 6,508
Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html
Models ⭐ 6,350
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）
Serpentai ⭐ 6,092
Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!
Bosssensor ⭐ 5,880
Hide screen when boss is approaching.
Kornia ⭐ 5,738
Open Source Differentiable Computer Vision Library
Librealsense ⭐ 5,705
Intel® RealSense™ SDK
Javacv ⭐ 5,622
Java interface to OpenCV, FFmpeg, and more
Easypr ⭐ 5,583
An easy, flexible, and accurate plate recognition project for Chinese licenses in unconstrained situations.
Pix2pixhd ⭐ 5,529
Synthesizing and manipulating 2048x1024 images with conditional GANs
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。
Jetson Inference ⭐ 5,246
Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.
Robustvideomatting ⭐ 5,076
Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!
Gluon Cv ⭐ 5,045
Gluon CV Toolkit
Introtodeeplearning ⭐ 4,957
Lab Materials for MIT 6.S191: Introduction to Deep Learning
Scikit Image ⭐ 4,731
Image processing in Python
Realtime_multi Person_pose_estimation ⭐ 4,630
Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)
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.
Backgroundmattingv2 ⭐ 4,560
Real-Time High-Resolution Background Matting
Gocv ⭐ 4,548
Go package for computer vision using OpenCV 4 and beyond.
Ssd.pytorch ⭐ 4,507
A PyTorch Implementation of Single Shot MultiBox Detector
Tensorflow World ⭐ 4,501
🌎 Simple and ready-to-use tutorials for TensorFlow
Awesome Self Supervised Learning ⭐ 4,485
A curated list of awesome self-supervised methods
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
Vrn ⭐ 4,368
👨 Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression"
Hub ⭐ 4,214
Dataset format for AI. Build, manage, & visualize datasets for deep learning. Stream data real-time to PyTorch/TensorFlow & version-control it. https://activeloop.ai
Autogluon ⭐ 4,068
AutoGluon: AutoML for Text, Image, and Tabular Data
Pytorch Metric Learning ⭐ 4,023
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
Framework ⭐ 4,017
Machine learning, computer vision, statistics and general scientific computing for .NET
Openmvg ⭐ 3,932
open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.
Ai Deadlines ⭐ 3,926
⏰ AI conference deadline countdowns
Imagededup ⭐ 3,901
😎 Finding duplicate images made easy!
Pysot ⭐ 3,859
SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.
D2l Pytorch ⭐ 3,757
This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.
Opencvsharp ⭐ 3,674
OpenCV wrapper for .NET
Igan ⭐ 3,672
Interactive Image Generation via Generative Adversarial Networks
Arxivtimes ⭐ 3,653
repository to research & share the machine learning articles
Colmap ⭐ 3,579
COLMAP - Structure-from-Motion and Multi-View Stereo
Deep Learning Interview Book ⭐ 3,526
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）
Pigo ⭐ 3,423
Fast face detection, pupil/eyes localization and facial landmark points detection library in pure Go.
Image Super Resolution ⭐ 3,190
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
3ddfa ⭐ 3,162
The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.
Deep Person Reid ⭐ 3,131
Torchreid: Deep learning person re-identification in PyTorch.
Handong1587.github.io ⭐ 3,102
Awesome_3dreconstruction_list ⭐ 3,038
A curated list of papers & resources linked to 3D reconstruction from images.
Openvslam ⭐ 2,952
OpenVSLAM: A Versatile Visual SLAM Framework
Tencent Ml Images ⭐ 2,893
Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet
Alae ⭐ 2,850
[CVPR2020] Adversarial Latent Autoencoders
Awesome Multimodal Ml ⭐ 2,844
Reading list for research topics in multimodal machine learning
Photo2cartoon ⭐ 2,819
人像卡通化探索项目 (photo-to-cartoon translation project)
Catalyst ⭐ 2,813
Accelerated deep learning R&D
Layout Parser ⭐ 2,766
A Unified Toolkit for Deep Learning Based Document Image Analysis
Simclr ⭐ 2,722
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
Fcos ⭐ 2,719
FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)
Covid Chestxray Dataset ⭐ 2,712
We are building an open database of COVID-19 cases with chest X-ray or CT images.
Face.evolve ⭐ 2,707
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
Colorization ⭐ 2,689
Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.
3d Resnets Pytorch ⭐ 2,677
3D ResNets for Action Recognition (CVPR 2018)
Siammask ⭐ 2,620
[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach
Ai Job Notes ⭐ 2,579
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）
Lama ⭐ 2,568
🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022
Pocketflow ⭐ 2,553
An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.
Simplecv ⭐ 2,490
The Open Source Framework for Machine Vision
Monodepth2 ⭐ 2,479
[ICCV 2019] Monocular depth estimation from a single image
1-100 of 8,228 projects

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