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Top Vision Github repositories

Based on Top Deep Learning

Here is a list of the top-200 Vision Github repositories sorted by the number of stars. The query that has been used for the GitHub search API is "Vision".

Date: 03/16/2018

Note: This listing will be updated regularly.

Id Name Description Language Stars Forks
1 opencv Open Source Computer Vision Library C++ 22954 16547
2 tracking.js A modern approach for Computer Vision on the web JavaScript 6294 942
3 awesome-deep-vision A curated list of deep learning resources for computer vision None 6260 1874
4 ccv C-based/Cached/Core Computer Vision Library, A Modern Computer Vision Library C 6123 1534
5 awesome-computer-vision A curated list of awesome computer vision resources None 5860 1552
6 lucida Speech and Vision Based Intelligent Personal Assistant Java 4800 936
7 examples A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc. Python 3677 1617
8 iOS-11-by-Examples 👨🏻‍💻 Examples of new iOS 11 APIs Swift 3131 302
9 framework Machine learning, computer vision, statistics and general scientific computing for .NET C# 2608 1332
10 jsfeat JavaScript Computer Vision library. JavaScript 2218 290
11 SimpleCV The Open Source Framework for Machine Vision Python 2054 633
12 android-vision Sample code for the Android Mobile Vision API. Java 2050 1223
13 code Code for the book "Mastering OpenCV with Practical Computer Vision Projects" by Packt Publishing 2012. C++ 1931 1390
14 openMVG open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion. C++ 1541 694
15 luminoth Deep Learning toolkit for Computer Vision Python 1344 154
16 PCV Open source Python module for computer vision Python 1284 436
17 vision Datasets, Transforms and Models specific to Computer Vision Jupyter Notebook 1263 562
18 show-facebook-computer-vision-tags A very simple Chrome Extension that displays the automated image tags that Facebook has generated for your images JavaScript 1253 123
19 NextLevel ⬆️ Rad Media Capture in Swift Swift 1107 98
20 js-objectdetect computer vision in your browser - javascript real-time object detection JavaScript 1098 238
21 crfasrnn This repository contains the source code for the semantic image segmentation method described in the ICCV 2015 paper: Conditional Random Fields as Recurrent Neural Networks. http://crfasrnn.torr.vision/ Matlab 1021 416
22 vlfeat An open library of computer vision algorithms C 1006 500
23 opencv-processing OpenCV for Processing. A creative coding computer vision library based on the official OpenCV Java API Java 927 315
24 vehicle-detection Vehicle detection using machine learning and computer vision techniques for Udacity's self-driving car course. Jupyter Notebook 904 99
25 ChineseIDCardOCR [Deprecated] 🇨🇳**二代身份证光学识别 Swift 880 168
26 jetson-inference Guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and Jetson TX1/TX2. C++ 777 342
27 gocv Go package for computer vision using OpenCV 3+ and beyond. Go 755 85
28 ComputeLibrary The ARM Computer Vision and Machine Learning library is a set of functions optimised for both ARM CPUs and GPUs using SIMD technologies. C++ 740 237
29 Blog-Getting-Started-with-Vision Blog: Getting Started with Vision on iOS 11 Swift 707 49
30 cloud-vision Sample code for Google Cloud Vision Python 706 642
31 unrealcv UnrealCV: Connecting Computer Vision to Unreal Engine C++ 690 147
32 Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀) Python 682 299
33 VisionCoreMLSample Sample application using Vision Framework and Core ML Swift 571 41
34 chainercv ChainerCV: a Library for Deep Learning in Computer Vision Python 551 108
35 povray The Persistence of Vision Raytracer: http://www.povray.org/ C++ 543 167
36 deepgaze Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map. Python 530 176
37 blinky Exploring peripheral vision in games (using Quake) C 527 22
38 DeepGTAV A plugin for GTAV that transforms it into a vision-based self-driving car research environment. C++ 515 159
39 FaceRecognition-in-ARKit Detects faces using the Vision-API and runs the extracted face through a CoreML-model to identiy the specific persons. Swift 487 47
40 mahotas Computer Vision in Python Python 475 93
41 MobileVisionBarcodeScanner Barcode Scanner powered by Mobile Vision Api Java 461 80
42 livecv Live CV - computer vision coding environment that displays results in real time. It can be used to interact, link and adjust algorithms in order to create quick solutions within it's domain. C++ 461 59
43 CatPapers Cool vision, learning and graphics papers on Cats! HTML 438 43
44 OpenCV-iOS OpenCV (Open Source Computer Vision) is a library of programming functions for real time computer vision. This project is a port of the OpenCV library for Apple iOS. It includes two XCode projects: one for iPhone, the other one for iPad. Makefile 421 116
45 BoofCV Fast computer vision library written entirely in Java. Java 418 159
46 FaceCropper ✂️ Crop faces, inside of your image, with iOS 11 Vision api. Swift 408 24
47 sloth Sloth is a tool for labeling image and video data for computer vision research. Python 393 148
48 AForge.NET AForge.NET Framework is a C# framework designed for developers and researchers in the fields of Computer Vision and Artificial Intelligence - image processing, neural networks, genetic algorithms, machine learning, robotics, etc. C# 388 183
49 ImageSegmentation Perform image segmentation and background removal in javascript using computer vision superpixel algorithms JavaScript 383 66
50 imageprocessing-labs computer vision, image processing and machine learning on the web browser or node. JavaScript 365 67
51 awesome-project-ideas Curated list of Machine Learning, NLP, Vision Project Ideas None 352 79
52 opengv OpenGV is a collection of computer vision methods for solving geometric vision problems. C++ 340 160
53 gvnn gvnn: Geometric Vision with Neural Networks Lua 325 63
54 DeepLeague (Open Source) Computer Vision + Deep Learning + League of Legends Python 312 65
55 visionworkbench The NASA Vision Workbench is a general purpose image processing and computer vision library developed by the Autonomous Systems and Robotics (ASR) Area in the Intelligent Systems Division at the NASA Ames Research Center. C++ 296 204
56 home-platform HoME: a Household Multimodal Environment is a platform for artificial agents to learn from vision, audio, semantics, physics, and interaction with objects and other agents, all within a realistic context. Python 295 33
57 awesome-visual-slam 📚 The list of vision-based SLAM / Visual Odometry open source, blogs, and papers None 291 107
58 synthetic-computer-vision A list of synthetic dataset and tools for computer vision Python 280 72
59 visionary Manages your passwords without storing them. Python 279 15
60 qreader 🔳 [Android Library] Read QR codes using google's mobile vision api, but without the hassle Java 257 69
61 FILTER.js Filter.js: Video and Image Processing and Computer Vision Library in pure JavaScript (Browser and Node.js) JavaScript 257 34
62 accord-net-extensions Advanced image processing and computer vision algorithms made as fluent extensions and built for portability C# 256 229
63 Evil Optical Character Recognition in Swift for iOS&macOS. 银行卡、身份证、门牌号光学识别 Swift 247 17
64 fantastic-machine-learning 🎰 A curated list of machine learning resources, preferably CoreML None 247 25
65 DuiVision A DirectUI library C++ 241 170
66 RecursiveBF A lightweight C++ library for recursive bilateral filtering [Yang, Qingxiong. "Recursive bilateral filtering". European Conference on Computer Vision, 2012]. C 230 34
67 helit My machine learning/computer vision library for all of my recent papers, plus algorithms that I just like. Python 228 87
68 raster-vision deep learning for aerial/satellite imagery Python 227 55
69 Paper_Reading_List Recommended Papers. Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Learning (cs.LG) None 223 73
70 MaterialBarcodeScanner Easy to use barcode reader for your Android Project (Uses Google Mobile Vision API) Java 221 79
71 OpenCV 📷 Computer-Vision Demos C# 219 38
72 GRIP Program for rapidly developing computer vision applications Java 218 78
73 VisionFaceDetection An example of use a Vision framework for face landmarks detection in iOS 11 Swift 215 17
74 armok-vision A 3d realtime visualizer for Dwarf Fortress C# 210 17
75 StereoVision Library and utilities for 3d reconstruction from stereo cameras. Python 209 142
76 caffe-tutorial DIY Deep Learning for Vision: a Hands-On Tutorial with Caffe Shell 204 124
77 Amazon-Forest-Computer-Vision Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks Jupyter Notebook 201 30
78 feature-extraction Computer vision feature extraction toolbox for image classification Matlab 191 104
79 cloudy_vision Cloudy Vision is an open source tool to test the image labeling capabilities of different computer vision API vendors. CSS 190 49
80 CudaSift A CUDA implementation of SIFT for NVidia GPUs (2.6 ms on a GTX 1060) Cuda 189 112
81 awesome-deep-vision-web-demo A curated list of awesome deep vision web demo None 187 37
82 3dmatch-toolbox 3DMatch - a 3D ConvNet-based local geometric descriptor for aligning 3D meshes and point clouds. C++ 177 65
83 dest 🐼 One Millisecond Deformable Shape Tracking Library (DEST) C++ 171 78
84 opencv-python-blueprints OpenCV with Python Blueprints: Design and develop advanced computer vision projects using OpenCV with Python Python 171 107
85 Computer-Vision-Basics-with-Python-Keras-and-OpenCV Full tutorial of computer vision and machine learning basics with OpenCV and Keras in Python. Jupyter Notebook 169 31
86 cloud-vision-explorer Google Vision API demo JavaScript 168 39
87 tonav Implementation of Multi-State Constraint Kalman Filter (MSCKF) for Vision-aided Inertial Navigation. This is my master's thesis. C++ 162 92
88 Tranquility Night vision for programmers. Work well in the dark. For OSX 10.9. Objective-C 157 25
89 vision_networks Repo about neural networks for images handling Python 156 82
90 pytorch-mobilenet PyTorch MobileNet Implementation of "MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications" Python 146 26
91 Core-ML-Sample A Demo using Vision Framework building on Core ML Framework Swift 145 37
92 Cognitive-Samples-VideoFrameAnalysis A library with sample apps for continuous analysis of live video, using the Microsoft Cognitive Services Vision APIs. C# 145 126
93 libcvd libcvd - efficient and easy to use C++ computer vision library. C++ 144 71
94 opencv-processing-book An introduction to computer vision with OpenCV for Processing. Processing 143 29
95 event-based_vision_resources None None 139 39
96 PythonFromSpace Python Examples for Remote Sensing Jupyter Notebook 138 44
97 reacTIVision computer vision framework for tangible interactive surfaces C 137 31
98 PHPVisio A pure PHP library for reading and writing diagrams files PHP 135 50
99 KinoVision Frame visualization utility for Unity C# 133 20
100 vision Templates rendering support for hapi.js JavaScript 132 45
101 FacesVisionDemo 👀 iOS11 demo application for age and gender classification of facial images. Swift 132 20
102 vision OpenCV wrapper for Clojure C 130 16
103 inception-v3.torch Rethinking the Inception Architecture for Computer Vision Python 130 44
104 apc-vision-toolbox MIT-Princeton Vision Toolbox for the Amazon Picking Challenge 2016 - RGB-D ConvNet-based object segmentation and 6D object pose estimation. C++ 129 85
105 StereoVision-ADCensus All in one solution for stereo vision with algorithms such as ADCensus, SGBM, BM. C++ 129 73
106 CoreMLDemo Demo for CoreML & Vision Framework Objective-C 126 30
107 libfreenect-goodies Extra libraries and examples for libfreenect, especially high level processing, vision, and visualizations Python 121 29
108 CocoaAI 🤖 The Cocoa Artificial Intelligence Lab None 120 8
109 polkadot-white-paper The technical vision paper for Polkadot, a heterogeneous extensible multi-chain. TeX 115 23
110 aravis A vision library for genicam based cameras C 114 60
111 Awesome-People-in-Computer-Vision None None 113 35
112 DeepPyramid Deep feature pyramids for various computer vision algorithms (DPMs, pyramid R-CNN, etc.) Matlab 112 63
113 OpenCV-iOS OpenCV (open source computer vision library) just builded iOS framework and Pod C++ 112 39
114 TensorVision A simple toolkit to easily apply image classification networks to your data. Python 110 37
115 g2root-kmod various modules to aide in 'rooting' the tmobile g2 (htc vision) Objective-C 109 183
116 bamboobsc bambooBSC is an opensource Balanced Scorecard (BSC) Business Intelligence (BI) Web platform. BSC's Vision, Perspectives, Objectives of strategy, Key Performance Indicators (KPIs), Strategy Map, and SWOT, PDCA & PDCA report, Time Series Analysis. Java 109 61
117 node-cloud-vision-api Node client for Google Cloud Vision API JavaScript 108 15
118 Barcode-Reader Android barcode reader using google vision library Java 106 49
119 doubleVision A ruby gem that that manipulates PNG filest to create magic thumbnails like http://funnyjunk.com/channel/ponytime/rainbow+dash/llhuDyy/15#15 Ruby 105 13
120 pigeon Google Cloud Vision API on Golang. Go 104 10
121 FriggaVision Caffe DeepID implement with Webface dataset C++ 103 5
122 simplecv-examples These are many of the various examples for the open source computer vision framework - SimpleCV TeX 103 58
123 visionaray A C++ based, cross platform ray tracing library C++ 101 15
124 BuildVision A Visual Studio extension to visualize the building process. C# 101 27
125 torchcv TorchCV: a PyTorch vision library mimics ChainerCV Python 99 12
126 Cognitive-Vision-Windows Windows SDK for the Microsoft Computer Vision API, part of Cognitive Services C# 97 89
127 nmp_qc Neural Message Passing for Computer Vision Python 97 20
128 mono_dataset_code Code for Monocular Visual Odometry Dataset - https://vision.cs.tum.edu/data/datasets/mono-dataset C++ 97 49
129 VisioninSDK 类似faceu的移动端视频美颜、视频滤镜、人脸实时关键点追踪、实时整形(瘦脸大眼睛等)、动态贴纸 C 96 28
130 KinectCoreVision Kinect Implementation of CCV C++ 96 27
131 advanced_lane_detection Advanced lane detection using computer vision Python 95 53
132 ios-learning-materials Curated list of articles, web-resources, tutorials and code repositories that may help you dig a little bit deeper into iOS. 📚 Swift 94 12
133 ClearVision Automatically updating, easily customizable Theme for Discord. CSS 93 436
134 TextDetection Vision Framework Demo on Text Detection Swift 93 15
135 StereoVision stereo matching based on OpenCV and VS 2010 C++ 92 132
136 vxl A multi-platform collection of C++ software libraries for Computer Vision and Image Understanding. C++ 92 90
137 3D_Pose_Estimation This is the code for "Machine Vision" By Siraj Raval on Youtube Python 92 24
138 iOS-Vision-Text-Detection-Demo A quick demo project exploring the text detection feature in Vision.framework Swift 90 15
139 easyVision Haskell packages for computer vision, image processing, and pattern recognition Haskell 88 16
140 HoloLensForCV Sample code and documentation for using the Microsoft HoloLens for Computer Vision research C++ 88 27
141 VisionDefectSimulation None Objective-C 87 4
142 dji-phantom-vision Decoding DJI Phantom 2 Vision ser2net communication

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