Computer Vision Frameworks

Practical computer vision libraries, toolkits, and integrated systems for building vision applications. Includes geometric CV libraries, annotation tools, and task-specific implementations. Does NOT include domain-specific applications (security systems, medical diagnosis), datasets, or general ML frameworks.

There are 186 computer vision frameworks tracked. 6 score above 70 (verified tier). The highest-rated is opencv/opencv at 100/100 with 86,572 stars and 46,686,848 monthly downloads. 8 of the top 10 are actively maintained.

Get all 186 projects as JSON

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# Framework Score Tier
1 opencv/opencv

Open Source Computer Vision Library

100
Verified
2 pytorch/vision

Datasets, Transforms and Models specific to Computer Vision

95
Verified
3 kornia/kornia

🐍 Geometric Computer Vision Library for Spatial AI

93
Verified
4 supervisely/supervisely

Supervisely SDK for Python - convenient way to automate, customize and...

85
Verified
5 open-edge-platform/training_extensions

Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™

76
Verified
6 ermig1979/Simd

C++ image processing and machine learning library with using of SIMD: SSE,...

76
Verified
7 mindspore-lab/mindcv

A toolbox of vision models and algorithms based on MindSpore

69
Established
8 arunponnusamy/cvlib

A simple, high level, easy to use, open source Computer Vision library for Python.

68
Established
9 ARM-software/ComputeLibrary

The Compute Library is a set of computer vision and machine learning...

63
Established
10 spmallick/learnopencv

Learn OpenCV : C++ and Python Examples

63
Established
11 roboflow/notebooks

A collection of tutorials on state-of-the-art computer vision models and...

58
Established
12 jasmcaus/caer

High-performance Vision library in Python. Scale your research, not boilerplate.

58
Established
13 andandandand/practical-computer-vision

Practical Computer Vision Bootcamp with notebooks, quizzes, and videos

58
Established
14 mawady/awesome-computer-vision-resources

A structured learning reference for computer vision: from image fundamentals...

58
Established
15 Adeel-Intizar/Xtreme-Vision

A High Level Python Library to empower students, developers to build...

57
Established
16 pyresearch/pyresearch

Computer Vision Helping Library

56
Established
17 FrancescoSaverioZuppichini/glasses

High-quality Neural Networks for Computer Vision 😎

54
Established
18 pulp-platform/pulp-dronet

A deep learning-powered visual navigation engine to enables autonomous...

53
Established
19 mbeyeler/opencv-machine-learning

M. Beyeler (2017). Machine Learning for OpenCV: Intelligent image processing...

51
Established
20 mbeyeler/opencv-python-blueprints

M. Beyeler (2015). OpenCV with Python Blueprints: Design and develop...

51
Established
21 ankonzoid/artificio

Deep Learning Computer Vision Algorithms for Real-World Use

51
Established
22 fendouai/OpenCVTutorials

OpenCV-Python4.1 中文文档

51
Established
23 dmlc/gluon-cv

Gluon CV Toolkit

51
Established
24 osmr/imgclsmob

Sandbox for training deep learning networks

50
Established
25 enpeizhao/CVprojects

computer vision projects | 计算机视觉相关好玩的AI项目(Python、C++、embedded system)

49
Emerging
26 tryolabs/luminoth

Deep Learning toolkit for Computer Vision.

49
Emerging
27 Charmve/computer-vision-in-action

A computer vision closed-loop learning platform where code can be run...

48
Emerging
28 microsoft/computervision-recipes

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

47
Emerging
29 apple/ml-cvnets

CVNets: A library for training computer vision networks

47
Emerging
30 Lextal/SotA-CV

A repository of state-of-the-art deep learning methods in computer vision

46
Emerging
31 diegoinacio/computer-vision-notebooks

👁️ An authorial set of fundamental Python recipes on Computer Vision and...

46
Emerging
32 DL3DV-10K/Dataset

News: the 10k dataset is ready for download.

45
Emerging
33 eora-ai/torchok

Production-oriented Computer Vision models training pipeline for common...

44
Emerging
34 hellonico/origami

Lowest barrier of entry to Image Processing, Computer Vision and Neural...

44
Emerging
35 Camerash/mahjong-dataset

Computer Vision Dataset for Chinese Mahjong Tiles

44
Emerging
36 Hawkeye-FineGrained/Hawkeye

Open source deep learning based fine-grained image recognition toolbox built...

44
Emerging
37 DragonFive/cv_nlp_deeplearning

用python做计算机视觉,人工智能,机器学习,深度学习等

41
Emerging
38 HighTechieY/013-LabVIEW-Vision-BlueBook

《图像处理、分析与机器视觉-基于LabVIEW》(简称:LabVIEW视觉蓝皮书)的配套源码和实例图像

41
Emerging
39 onlyphantom/cvessentials

Tutorial Series (60 hour course): Essentials of computer vision

40
Emerging
40 kalelpark/Awesome-ComputerVision

Awesome-ComputerVision

40
Emerging
41 apssouza22/smart-drone

This project leverage Machine learning/Computer vision to make a low-cost...

40
Emerging
42 NKvision428/Tasks_for_Rookies

视觉实验室新手任务

39
Emerging
43 avs-abhishek123/Computer-Vision-Projects

All Computer Vision Projects - Beginner to Advanced

39
Emerging
44 KempnerInstitute/overcomplete

👋 Overcomplete is a Vision-based SAE Toolbox

39
Emerging
45 harleyszhang/cv-books

These are open and classic books for computer version engineers, it can help...

38
Emerging
46 janhelcl/glideator

Your paragliding co-pilot.

38
Emerging
47 PerfectExamples/Perfect-TensorFlow-Demo-Vision

Perfect TensorFlow Server Example of Computer Vision

38
Emerging
48 ColugoMum/Dataset

:sparkles:SKU级别的商品图像数据集汇总

37
Emerging
49 dr-mushtaq/Computer-Vision

Educational repository for learning Computer Vision using Python, OpenCV,...

37
Emerging
50 FocoosAI/focoos

🚀 Lightning-fast computer vision models. Fine-tune SOTA models with just a...

36
Emerging
51 gyy8426/Computer_Vision_primer

计算机视觉入门

36
Emerging
52 overeasy-sh/overeasy

Orchestrate zero-shot computer vision models

36
Emerging
53 amusi/daily-question

每日一题(涉及但不仅限于机器学习、深度学习和计算机视觉等方向)

36
Emerging
54 ldj7672/Vision-AI-Tutorials

Computer Vision과 AI를 쉽게 배우고 실습할 수 있는 튜토리얼, 실험 및 분석 자료 모음입니다

35
Emerging
55 KISHANZEUS/Computer-Vision

🌟 Explore innovative computer vision projects, focusing on image and video...

35
Emerging
56 duxiaodan/intrinsic-lora

Official repo of 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗠𝗼𝗱𝗲𝗹𝘀: 𝗪𝗵𝗮𝘁 𝗗𝗼 𝗧𝗵𝗲𝘆 𝗞𝗻𝗼𝘄? 𝗗𝗼 𝗧𝗵𝗲𝘆 𝗞𝗻𝗼𝘄 𝗧𝗵𝗶𝗻𝗴𝘀?...

35
Emerging
57 ps-nithin/pyrebel

Abstract representation of data for machine vision

35
Emerging
58 dwojtasik/PyHook

Python hook for ReShade processing

34
Emerging
59 TUI-NICR/nicr-scene-analysis-datasets

Code to prepare and use common datasets for scene analysis tasks

34
Emerging
60 openhackathons-org/End-to-End-Computer-Vision

This repository is an AI bootcamp material that consist of a workflow for...

34
Emerging
61 extreme-assistant/Deep-learning-datasets

整理分类深度学习各方向公开数据集

33
Emerging
62 GoFigure-LANL/DeepPatent-dataset

Large-scale dataset of patent drawings and image retrieval baseline.

33
Emerging
63 tahamsi/computer-vision

This repository, provides a comprehensive collection of hands-on examples in...

32
Emerging
64 MegaCreater/Navarambhah

The repository is a diverse collection of object detection and...

31
Emerging
65 mikeroyal/Computer-Vision-Guide

Computer Vision Guide

31
Emerging
66 bxt-kk/vikit-learn

Vikit-learn is a computer vision processing toolkit developed using Python,...

30
Emerging
67 imsanjoykb/Computer-Vision-Bootcamp

Computer Vision Bootcamp

29
Experimental
68 devnithw/SLRC-vision-system

Computer Vision system for identifying 3D-objects and identifying colors...

29
Experimental
69 madanbaduwal/cv-datasets

📊 computer Vision Datasets, According to the Computer Vision Problems.

29
Experimental
70 eu1234567890/research_groups_computer_vision

Some of the best research groups in Computer Vision. Please feel free to add...

29
Experimental
71 AFAgarap/opencv-python-training

OpenCV-Python Tutorials

29
Experimental
72 Herman-Motcheyo/computer_vision_algorithm

In this project , i buid some computer vision algorithm using pgm image ...

28
Experimental
73 SadhaSivamx/Vision-algos

A collection of computer vision algorithms and experiments.

28
Experimental
74 harsh194/ParamTunerCV

Interactive image viewer and processing application for computer vision...

28
Experimental
75 kyakyosharon/ripes-projects

🖥️ Explore 20 hands-on experiments to master RISC-V computer architecture...

28
Experimental
76 ajsb85/squalo.ai

Shark Detection System 🦈

27
Experimental
77 evanmacbride/microscope-autofocus

Autofocusing microscopy images with ML

27
Experimental
78 google/agamotto

Machine Learning to gather insights from physical locations

27
Experimental
79 lasifea/simple-vision-tasks

some useful and interesting vision tasks of python👀

26
Experimental
80 darth-c0d3r/black-box-attacks

Repository for Project of the course CS763 (Computer Vision).

26
Experimental
81 Ascend-Huawei/HiFly_Drone

AI/DL enabled UAV platform powered by the Atlas 200 DK and Ascend Ecosystem

26
Experimental
82 albertofernandezvillan/computer-vision-and-deep-learning-course

This repository contains both a collection of Jupyter Notebooks as well as...

25
Experimental
83 CV-INSIDE/computer-vision-course

Computer Vision in Python course

25
Experimental
84 StwayneXG/gdsc-ceme-visionai

This repository is by Google Developer Student Club in College of Electrical...

25
Experimental
85 Neurotech-HQ/nerve

A python library for doing pre-processing on image data for training...

24
Experimental
86 Snigdho8869/Computer-Vision-Projects

Explore diverse computer vision projects using Transfer Learning(TL),...

23
Experimental
87 celpas/stcv

Development kit for Computer Vision thought to be used on SageMaker

23
Experimental
88 complight/cameras-displays-perception-course

:man_teacher: A course on Optimization for Cameras, Displays, and Perceptual Graphics

23
Experimental
89 isLinXu/VALSE-WorkShop

This project is an unofficial summary of the resources related to VALSE and...

23
Experimental
90 jon1313/Computer-Vision

My Personal Computer Vision Projects

23
Experimental
91 nibir-ai/datasetvision

Offline computer vision dataset auditing CLI tool for validating image...

23
Experimental
92 galafis/Computer-Vision-AI

Professional project by Gabriel Demetrios Lafis

23
Experimental
93 bububa/openvision

deep learning vision detector/estimator

23
Experimental
94 aydnzn/Introduction-to-Image-Processing

A collection of assignments and a project completed for the course...

23
Experimental
95 sithu31296/LOD

List of Computer Vision Datasets

22
Experimental
96 aytugyuruk/biyoves-python-library

Advanced Python Image Processing Library for photographers - Deep Learning...

22
Experimental
97 Fardeen37/Computer-Vision-Lab

This repository contains my Computer Vision (CV) lab work implemented in...

22
Experimental
98 IbrahimQaiser/experiments

🎨 Explore diverse programming experiments and projects designed for learning...

22
Experimental
99 waikato-datamining/image-dataset-converter-all

Meta-library that combines all image-dataset-converter libraries.

22
Experimental
100 alidiba67/CVML

a resource repo to find everything about computer vision and machine learning

22
Experimental
101 ThuraAung1601/Computer-Vision-Adventures

Introduction to Computer Vision Discussions Videos, Notes and Programs in...

22
Experimental
102 ahmedmbutt/Introduction-to-Computer-Vision-and-Image-Processing

Labs for Introduction to Computer Vision and Image Processing by IBM on Coursera

22
Experimental
103 nlqthinh/vigision-nvr

Vigision is our capstone project, developed as an innovative Network Video...

21
Experimental
104 alirezasaharkhiz9/Computer-Vision

This is my undergraduate project at Ferdowsi University of Mashhad, focusing...

21
Experimental
105 daslearning-org/vision-ai

We will use different small Offline AI models to perform some tasks like...

21
Experimental
106 blinjrm/detection-datasets

Easily load and transform datasets for object detection

21
Experimental
107 waikato-datamining/image-dataset-converter-examples

Repository with examples for the image-dataset-converter libraries.

20
Experimental
108 ekasnh/Gigidi-giggid-Learn-Python

If you are forking please do not forget to star the repo

20
Experimental
109 AdityaPande18/OpenCV-Notebooks

Basic OpenCV Projects like Face Detection, Contour, Edge Detection etc

20
Experimental
110 Valkorz/cv-toolbox

Computer Vision ToolBox: a repository containing implementations relative to...

20
Experimental
111 Ratnesh-181998/Computer-Vision-Deep-Learning-Stack

Computer Vision and Vision-AI implementations covering classical image...

20
Experimental
112 PythoneerSamurai/computer-vision-projects

This repository houses a number of my computer vision projects.

20
Experimental
113 RPI-WCL/pilots

PILOTS (ProgrammIng Language for spatiO-Temporal data Streaming applications)

20
Experimental
114 alimxm480-oss/Computer-Vision

A comprehensive suite of Computer Vision implementations ranging from...

19
Experimental
115 Uzi-gpu/computer-vision-projects

Computer Vision projects with CNNs, OpenCV fundamentals, object detection,...

19
Experimental
116 philgineer/awesome-drone-vision

Collection of papers, codes, datasets and other resources for drone computer vision.

18
Experimental
117 DiegoPaniagua23/language-image-processing

Natural Language Processing and Computer Vision

18
Experimental
118 SaadAbdElGhaffar/Computer-Vision

A collection of real-time computer vision projects using Python, OpenCV,...

18
Experimental
119 joshuasalamipeter/ai_lab_deep_learning_computer_vision_wqu

This repository contains all my lessons on AI-Deep Learning for Computer...

18
Experimental
120 CrispenGari/cv-tensorflow

✔ tis repository contains a list of computer vision notebooks for projects...

18
Experimental
121 iv4n-ga6l/ComputerVision_Foundations

A repo providing a structured path, blending theoretical knowledge with...

18
Experimental
122 AnneLivia/ComputerVision

Programs developed while studying Computer Vision and Digital Image Processing

17
Experimental
123 parseh-ux/Scene40-Dataset

A visual scene dataset created based on the "VisualGenome"...

16
Experimental
124 oikosohn/Boostcamp-AI-2-Note

부스트캠프 AI Tech 2기 학습 정리

16
Experimental
125 denizkarya1999/PoseFly

AI-enhanced, camera-based drone-to-drone communication system

16
Experimental
126 divyanshdubey/Computer-Vision-ML-Projects

A comprehensive collection of Computer Vision and Machine Learning projects...

15
Experimental
127 charleslf2/visionner

Visionner turn raw image data into numpy array, more suitable for deep learning task

15
Experimental
128 szilagyipeter99/imageprocessing

This repository contains the examples discussed in the Image processing practices.

15
Experimental
129 EmamulHossen/Neural-Network-Implementation

OpenCV is a Python library that allows you to perform image processing and...

14
Experimental
130 DarkShadowCoder/Deep-Learning-CV-Applications

Creation d'applications integrant l'intelligence artificielle dans le...

14
Experimental
131 kevincalma249-create/Q-Hawkeye

🔍 Optimize image quality assessment with Q-Hawkeye’s reliable visual policy...

14
Experimental
132 roboflow/ODinW-RF100-challenge-issues

ODinW RF100 📸 challenge issues/discussions repository

14
Experimental
133 Vanhoai/VisionCpp

🚀 High-performance C++ implementations of computer vision and image...

14
Experimental
134 N3VERS4YDIE/dice-recognition

Computer Vision project 🤖 that detects dice 🎲, count them, and sum their...

14
Experimental
135 I-Station/Cpp-Computer-Vision-Tutorial

Computer vision tutorial for installing and using PyTorch, OpenCV and NCNN in C++.

14
Experimental
136 vicogarcia16/EndoVic

Sistema para clasificación objetiva de habilidades para cirugía...

14
Experimental
137 GabrielDornelles/modern-computer-vision

My highly visual course to introduce the mathematics behind the modern...

14
Experimental
138 amilworks/ece178

My unhinged TA Notes for Digital Image and Video Processing

14
Experimental
139 Madid1976/computer-vision-projects

A collection of computer vision projects covering image classification,...

14
Experimental
140 matin-ghorbani/Kaggle-Computer-Vision

Kaggle Computer Vision answers

14
Experimental
141 asliaku/computer-vision-mini-projects

🖼️ Explore modular computer vision projects that apply OOP design for clear...

14
Experimental
142 ayzrixsiev/Deep-Image-Processing-Lab

A collection of computer vision experiments and laboratory works focused on...

14
Experimental
143 nakato520/computer-vision-semiconductor

🔬 Discover computer vision techniques for the semiconductor industry with...

14
Experimental
144 prasunkhapre/tibia-imgui-map-editor

🗺️ Create and edit 2D tile-based maps for Open Tibia with this...

14
Experimental
145 Fident58/Computer-Vision-Projects

A collection of computer vision projects covering image classification,...

14
Experimental
146 MuhammadRaheelNaseem/Learn-Computer-Vision

OpenCV is a popular open-source library for computer vision tasks. It...

14
Experimental
147 ahr-i/computer_vision_example

This is a repository documenting the code I created while studying computer...

13
Experimental
148 DiegoFlores00/Computer_vision_for_environmental_monitoring

Development, innovation, and support for image segmentation in computer...

13
Experimental
149 Crazz-Zaac/computer-vision-experiments

This project delves into the applications of neural networks in image...

13
Experimental
150 Brainydaps/AI-QR-Code-Decoder

Deep Learning AI for decoding QR Code

13
Experimental
151 avikumart/Computer-vision

In this repository, I am updating computer vision ML notebooks and techniques.

13
Experimental
152 avani17101/Computer-Vision

Done as part of Computer Vision course assignments(spring 2021) at IIIT Hyderabad.

13
Experimental
153 D-Roberts/deeplearning-video-spatiotemp

Deep learning architectures related to video ++.

13
Experimental
154 vladimir-chernykh/cv-prod-tips

Computer Vision models tips for image preprocessing in production

13
Experimental
155 VikramParimi/My-Open-CV-Journey

Starting my OpenCV Journey and committing myself to push regular updates

13
Experimental
156 tasneem-mselim/learnvision-computer-vision-projects

# LearnVision: Computer Vision Projects A curated collection of 9...

13
Experimental
157 Kitware/adapt

An open source platform for deploying state of the art deep-neural-network...

13
Experimental
158 SEU-VIPGroup/Hawkeye

Open source deep learning based fine-grained image recognition toolbox built...

13
Experimental
159 KlinterAI/image-recognition-with-privacy

Privacy-Preserved Data Exchange and Discoverability under new WiFi standards...

12
Experimental
160 JJSanabriaS/2020_pcb_analysis_-sample-

image processing code on matlab

12
Experimental
161 JJSanabriaS/1996_now_other_AI-image_processing_projects

compilation for different projects code in python, c++. visual basic,...

12
Experimental
162 anshika1279/Computer-Vision-Implementation

Advanced Computer Vision & Deep Learning: Complete implementations of blob...

12
Experimental
163 exajobs/computer-vision-collection

A collection of awesome software, libraries, documents, books, resources and...

12
Experimental
164 visgraf/ipcv2022

Repository for IMPA's 2022 Image Processing and Computer Vision Course

12
Experimental
165 remyxai/remyx_experiments

Example experiments and projects built with Remyx AI

12
Experimental
166 adityush007/Computer-Vision-Projects

Projects created using OpenCV library of Python

11
Experimental
167 FranciszekKalembiewicz/Studies_Sem5_Image_Processing_and_Computer_Vision

Projects from the Image Processing and Computer Vision course, developed...

11
Experimental
168 mkdirer/Project-AO-Equation-Reader

The application uses Deep Learning Toolbox and image processing.

11
Experimental
169 akashAD98/computer_vision_deeep-learninig

hacktoberfest22 computer vision projects

11
Experimental
170 Aayushsah6969/Computer_Vision_Experiments

This repo will contain all of my small projects, studies, and practical...

11
Experimental
171 0-mostafa-rezaee-0/Image_Processing

Image Processing

11
Experimental
172 JoungYoungSu/Computer_Vision_Practice

AI 및 딥러닝 기반 컴퓨터 비전 기술 학습 및 실습 (Python, PyTorch, OpenCV)

11
Experimental
173 tapasya234/deep-learning-projects

Computer Vision specific Deep Learning projects that were done as a part of...

11
Experimental
174 imehranasgari/ComputerVisionFusion_ObjectDetection_Segmentation

VisionBench implements and benchmarks four leading computer vision models —...

11
Experimental
175 capjamesg/computer-vision-challenges

Test your knowledge of computer vision with these challenges.

11
Experimental
176 SachinNegi01/AI-Visual-Assistant

Everything of Computer Vision

11
Experimental
177 asfhiolNick/NTU_ComputerVision_202002

簡韶逸老師的"電腦視覺"作業與專題(CV)

11
Experimental
178 NDDimension/OpenCV-Bootcamp-Hands-on-Computer-Vision-with-Colab

Learn computer vision step by step with OpenCV Bootcamp. Includes Colab...

11
Experimental
179 mariialuisasilva/Computer-Vision-Deep-Learning

Proyectos de Visión Artificial: Desde Redes Convolucionales (CNN)...

11
Experimental
180 FranciszekKalembkiewicz/Studies_Sem5_Image_Processing_and_Computer_Vision

Projects from the Image Processing and Computer Vision course, developed...

11
Experimental
181 itsskofficial/Computer-Vision

A collection of computer vision projects, programs and papers

10
Experimental
182 ogemarques/python-matlab

Example of how to integrate MATLAB apps into a Python deep learning workflow...

10
Experimental
183 pirahansiah/cvtest

Unit Test, Integration Test, System Test, Acceptance Test for Computer...

10
Experimental
184 AlwaysDhruv/Images-Preprocessing

Hi their, My self Dhruv. So this repository are fully work on the images...

10
Experimental
185 ArunkumarRamanan/Universal-Vision

Universal Vision: Computer Vision with Python through Deep Learning and...

10
Experimental
186 prathamk1483/Computer-Vision-and-Deep-Learning

Repository showcasing my works in the field of Computer Vision and Deep...

10
Experimental