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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.
Dlib
⭐
9,920
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.
Pcl
⭐
5,986
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
Cvat
⭐
4,987
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.
Vrn
⭐
4,292
👨 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
Gocv
⭐
3,839
Go package for computer vision using OpenCV 4 and beyond.
Igan
⭐
3,747
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
Pigo
⭐
3,100
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.
Alae
⭐
2,889
[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
⭐
2,542
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
Jina
⭐
2,425
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
深度有趣
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
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📦 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
Games
📦 129
Graphics
📦 110
Hardware
📦 152
Integrated Development Environments
📦 49
Learning Resources
📦 166
Legal
📦 29
Libraries
📦 129
Lists Of Projects
📦 22
Machine Learning
📦 347
Mapping
📦 64
Marketing
📦 15
Mathematics
📦 55
Media
📦 239
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