Computer Vision

Open-source projects categorized as Computer Vision

Top 23 Computer Vision Open-Source Projects

  • OpenCV

    Open Source Computer Vision Library

    Project mention: Looking for a Windows auto-clicker with conditions | /r/software | 2023-12-05

    You might be able to achieve this with scripting tools like AutoHotkey or Python with libraries for GUI automation and image recognition (e.g., PyAutoGUI, OpenCV

  • cs-video-courses

    List of Computer Science courses with video lectures.

    Project mention: Need advice | /r/PAK | 2023-07-12

    course Computer science is very wast field the fundamental remains same, learn basic fundamentals, data structures, concepts of object oriented programming.

  • InfluxDB

    Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.

  • Face Recognition

    The world's simplest facial recognition api for Python and the command line

    Project mention: GitHub - ageitgey/face_recognition: The world's simplest facial recognition api for Python and the command line | /r/Python | 2023-11-05
  • openpose

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

    Project mention: AI "Artists" Are Lazy, and the Ultimate Goal of AI Image Generation (hint: its sloth) | /r/ArtistHate | 2023-11-25

    Open Pose, a multi-person keypoint detection library for body, face, hands, and foot estimation [10], is used for posing generated characters;

  • applied-ml

    📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

    Project mention: [D] Favorite ML Youtube Channels/Blogs/Newsletters | /r/MachineLearning | 2023-04-08

    Also, have any of you stumbled across any cool GitHub repos like this one: ?

  • mediapipe

    Cross-platform, customizable ML solutions for live and streaming media.

    Project mention: Mediapipe openpose Controlnet model for SD | /r/localdiffusion | 2023-11-15

    mediapipe/docs/solutions/ at master · google/mediapipe · GitHub

  • AI-For-Beginners

    12 Weeks, 24 Lessons, AI for All!

    Project mention: Artificial Intelligence for Beginners – A Curriculum | | 2023-06-13

    This is a good summary of most topics in AI/ML. The only thing that it seems to by missing (or maybe I'm just not seeing it) is a section on generative AI for images and video (DALL-E, Stable Diffusion etc).

    They do cover LLMs which is generative AI for text though:

  • Onboard AI

    Learn any GitHub repo in 59 seconds. Onboard AI learns any GitHub repo in minutes and lets you chat with it to locate functionality, understand different parts, and generate new code. Use it for free at

  • darknet

    YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet ) (by AlexeyAB)

    Project mention: Anybody building ML models in C++? | /r/cpp_questions | 2023-03-21

    YoloV3/4 is C based if that counts:

  • pytorch-CycleGAN-and-pix2pix

    Image-to-Image Translation in PyTorch

    Project mention: List of AI-Models | /r/GPT_do_dah | 2023-05-16

    Click to Learn more...

  • EasyOCR

    Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

    Project mention: [P] EasyOCR in C++! | /r/MachineLearning | 2023-12-02

    I just uploaded my C++ implementation of EasyOCR, a well known ocr library for python. Also dusted some cobwebbs from some audio related projects as well, feel free to leave feedback or contribute! I only implemented the most salient parts, so certainly could use some community help! Cheers!

  • d2l-en

    Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

    Project mention: which book to chose for deep learning :lan Goodfellow or francois chollet | /r/learnmachinelearning | 2023-04-07
  • learnopencv

    Learn OpenCV : C++ and Python Examples

    Project mention: YOLO-NAS Pose | /r/pytorch | 2023-11-16

    Deci's YOLO-NAS Pose: Redefining Pose Estimation! Elevating healthcare, sports, tech, and robotics with precision and speed. Github link and blog link down below! Repo:

  • datasets

    🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

    Project mention: 🐍🐍 23 issues to grow yourself as an exceptional open-source Python expert 🧑‍💻 🥇 | | 2023-10-19
  • vit-pytorch

    Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

    Project mention: Is it easier to go from Pytorch to TF and Keras than the other way around? | /r/pytorch | 2023-05-13

    I also need to learn Pyspark so right now I am going to download the Fashion Mnist dataset, use Pyspark to downsize each image and put the into separate folders according to their labels (just to show employers I can do some basic ETL with Pyspark, not sure how I am going to load for training in Pytorch yet though). Then I am going to write the simplest Le Net to try to categorize the fashion MNIST dataset (results will most likely be bad but it's okay). Next, try to learn transfer learning in Pytorch for both CNN or maybe skip ahead to ViT. Ideally at this point I want to study the Attention mechanism a bit more and try to implement Simple Vit which I saw here:

  • AirSim

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

    Project mention: Modding API for old game: Strategies to ensure it runs on older systems while not losing productivity? | /r/REGames | 2023-05-04
  • label-studio

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

    Project mention: FLaNK Stack Weekly for 14 Aug 2023 | | 2023-08-14
  • vision

    Datasets, Transforms and Models specific to Computer Vision

    Project mention: Validation loss goes up after third epoch | /r/deeplearning | 2023-06-27

    The goal is to do keypoint-detection of fish (eg nose, tail etc) in a fishtank. By using a stereocamera for this, I'm also getting depth information which lets me measure the fish-length underwater. Im only training on RGB-Images though. I'm transfer-learning pytorch's keypoint-rcnn-resnet50, because thats the only available one in

  • Awesome-pytorch-list

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

  • instant-ngp

    Instant neural graphics primitives: lightning fast NeRF and more

    Project mention: I want a 3d scanner... | /r/3Dprinting | 2023-07-08
  • CVPR2023-Papers-with-Code

    CVPR 2023 论文和开源项目合集

  • 500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

    500 AI Machine learning Deep learning Computer vision NLP Projects with code

    Project mention: ML final year project | /r/developersIndia | 2022-12-23

    a small list for NLP. Go through a few, you might some get new ideas.

  • facenet

    Face recognition using Tensorflow

  • Dlib

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

    Project mention: Modern Image Processing Algorithms Implementation in C | | 2023-06-06
  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-12-05.

Computer Vision related posts


What are some of the best open-source Computer Vision projects? This list will help you:

Project Stars
1 OpenCV 72,706
2 cs-video-courses 62,038
3 Face Recognition 50,327
4 openpose 28,696
5 applied-ml 24,938
6 mediapipe 24,064
7 AI-For-Beginners 23,104
8 darknet 21,127
9 pytorch-CycleGAN-and-pix2pix 21,066
10 EasyOCR 20,265
11 d2l-en 20,011
12 learnopencv 19,591
13 datasets 17,646
14 vit-pytorch 16,063
15 AirSim 15,365
16 label-studio 14,871
17 vision 14,838
18 Awesome-pytorch-list 14,601
19 instant-ngp 14,503
20 CVPR2023-Papers-with-Code 14,153
21 500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code 13,787
22 facenet 13,294
23 Dlib 12,426
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives