Top Computer Vision repositories

Repositories with the GitHub topic “computer-vision”: 94 repositories with 1.7M stars between them, mostly written in Python, C++ and Jupyter Notebook. The highest-rated is rohitg00/ai-engineering-from-scratch, #82 on the bestofgithub Elo ladder.

Biggest movers this week

Oldcircle/geo-sleuth

Open on GitHubPython

An agent skill that finds where a photo was taken — OpenStreetMap geometry, elevation skylines, satellite imagery and street view — and shows its work. Works with Claude Code, Codex, Cursor, Gemini CLI, OpenCode and GitHub Copilot.

  • 1,772+22 Elo, change today
  • 7k stars
  • 878 forks
  • 18 watchers
git
git clone https://github.com/Oldcircle/geo-sleuth.git
  • agent-skills
  • ai-agents
  • claude-code
  • codex

koharu-rs/koharu

Open on GitHubRust

ML-powered manga translator, written in Rust.

  • 1,569+11 Elo, change today
  • 6.6k stars
  • 500 forks
git
git clone https://github.com/koharu-rs/koharu.git
  • computer-vision
  • deep-learning
  • gpu
  • gui

lance-format/lance

Open on GitHubRust

Open Lakehouse Format for Multimodal AI. Convert from Parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..

  • 1,573+26 Elo, change today
  • 7.3k stars
  • 943 forks
git
git clone https://github.com/lance-format/lance.git
  • apache-arrow
  • computer-vision
  • data-analysis
  • data-analytics

rerun-io/rerun

Open on GitHubRust

Visualize, query, and stream to train on multimodal robotics data.

  • 1,681−2 Elo, change today
  • 11.8k stars
  • 906 forks
  • 73 watchers
git
git clone https://github.com/rerun-io/rerun.git
  • computer-vision
  • cpp
  • multimodal
  • python

voxel51/fiftyone

Open on GitHubTypeScript

Refine high-quality datasets and visual AI models

  • 1,565+7 Elo, change today
  • 11.3k stars
  • 850 forks
git
git clone https://github.com/voxel51/fiftyone.git
  • active-learning
  • artificial-intelligence
  • computer-vision
  • data-centric-ai

alicevision/Meshroom

Open on GitHubPython

Node-based Visual Programming Toolbox

  • 1,575+9 Elo, change today
  • 13k stars
  • 1.2k forks
git
git clone https://github.com/alicevision/Meshroom.git
  • 3d-reconstruction
  • alicevision
  • camera-tracking
  • computer-vision

Top 94 on the Elo ladder

  1. #82
    rohitg00/ai-engineering-from-scratch

    Learn AI Engineering! Learn it. Build it. Ship it for others.

    2,265 Elo −1379kPython
  2. #350
    microsoft/AI-For-Beginners

    12 Weeks, 24 Lessons, AI for All!

    2,038 Elo −2770.8kJupyter Notebook
  3. #365
    ultralytics/ultralytics

    Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image…

    2,031 Elo +763.4kPython
  4. #378
    Developer-Y/cs-video-courses

    List of Computer Science courses with video lectures.

    2,025 Elo −8284.8k
  5. #436
    opencv/opencv

    Open Source Computer Vision Library

    2,000 Elo −3291.5kC++
  6. #437
    d2l-ai/d2l-zh

    《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

    1,999 Elo −2382.5kPython
  7. #732
    roboflow/supervision

    We write your reusable computer vision tools. 💜

    1,910 Elo −2551.6kPython
  8. #797
    google-ai-edge/mediapipe

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

    1,895 Elo −2237.7kC++
  9. #837
    ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

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

    1,887 Elo −2337.7k
  10. #894
    MaaAssistantArknights/MaaAssistantArknights

    《明日方舟》小助手,全日常一键长草!| A one-click tool for the daily tasks of Arknights, supporting all clients.

    1,876 Elo −4524.5kC++
  11. #1,084
    eugeneyan/applied-ml

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

    1,843 Elo −1330.9k
  12. #1,252
    screenpipe/screenpipe

    YC (S26) | Open Computer History | Continuously record your company computer work, map your workflows, help you find…

    1,820 Elo +2022.3kRust
  13. #1,365
    HumanSignal/label-studio

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

    1,803 Elo −2328.6kTypeScript
  14. #1,407
    d2l-ai/d2l-en

    Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70…

    1,796 Elo −2330kPython
  15. #1,560
    ultralytics/yolov5

    Ultralytics YOLOv5 in PyTorch for object detection, instance segmentation, classification, training, and export.

    1,777 Elo −3558.2kPython
  16. #1,607
    Oldcircle/geo-sleuth

    An agent skill that finds where a photo was taken — OpenStreetMap geometry, elevation skylines, satellite imagery and…

    1,772 Elo +2917kPython
  17. #1,624
    cvat-ai/cvat

    CVAT is a leading data annotation platform for image, video, audio, and 3D datasets. It offers open-source, cloud, and…

    1,770 Elo −1617.1kPython
  18. #1,639
    graphdeco-inria/gaussian-splatting

    Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

    1,768 Elo −4224.4kPython
  19. #1,771
    huggingface/datasets

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

    1,752 Elo −422.1kPython
  20. #1,922
    CMU-Perceptual-Computing-Lab/openpose

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

    1,736 Elo −8134.5kC++
  21. #1,986
    AccumulateMore/CV

    ✅(已完结)超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】

    1,729 Elo −6724.2kJupyter Notebook
  22. #2,104
    colmap/colmap

    COLMAP - Structure-from-Motion and Multi-View Stereo

    1,716 Elo +2413.2kC++
  23. #2,131
    kornia/kornia

    🐍 Geometric Computer Vision Library for Spatial AI

    1,713 Elo −2312.3kPython
  24. #2,230
    spmallick/learnopencv

    Learn OpenCV : C++ and Python Examples

    1,703 Elo −6723.2kJupyter Notebook
  25. #2,277
    pytorch/vision

    Datasets, Transforms and Models specific to Computer Vision

    1,698 Elo +318kPython
  26. #2,364
    wkentaro/labelme

    Image annotation with Python. Supports polygon, rectangle, circle, line, point, and AI-assisted annotation.

    1,689 Elo −7216.3kPython
  27. #2,440
    rerun-io/rerun

    Visualize, query, and stream to train on multimodal robotics data.

    1,681 Elo +7111.8kRust
  28. #2,530
    openvinotoolkit/openvino

    OpenVINO™ is an open source toolkit for optimizing and deploying AI inference

    1,673 Elo +1211.1kC++
  29. #2,581
    carla-simulator/carla

    Open-source simulator for autonomous driving research.

    1,669 Elo +2414.6kC++
  30. #2,597
    roboflow/rf-detr

    RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO…

    1,668 Elo +3610kPython
  31. #2,624
    CVHub520/X-AnyLabeling

    X-AnyLabeling: A lightweight, efficient, and unified cross-platform desktop application for annotating text, image…

    1,666 Elo +3610.9kPython
  32. #2,880
    lucidrains/vit-pytorch

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

    1,646 Elo −4725.5kPython
  33. #2,881
    microsoft/AirSim

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

    1,646 Elo −5918.6kC++
  34. #2,933
    junyanz/pytorch-CycleGAN-and-pix2pix

    Image-to-Image Translation in PyTorch

    1,642 Elo −8225.2kPython
  35. #3,175
    nerfstudio-project/nerfstudio

    A collaboration friendly studio for NeRFs

    1,625 Elo +1512.2kPython
  36. #3,280
    amusi/CVPR2026-Papers-with-Code

    CVPR 2026 论文和开源项目合集

    1,618 Elo −4822.9k
  37. #3,554
    bharathgs/Awesome-pytorch-list

    A comprehensive list of pytorch related content on github,such as different models,implementations,helper…

    1,602 Elo −1816.7k
  38. #3,568
    ShusenTang/Dive-into-DL-PyTorch

    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。

    1,601 Elo −8719.5kJupyter Notebook
  39. #3,733
    NVlabs/instant-ngp

    Instant neural graphics primitives: lightning fast NeRF and more

    1,589 Elo −117.6kCuda
  40. #3,804
    mlfoundations/open_clip

    An open source implementation of CLIP.

    1,585 Elo +1314.2kPython
  41. #3,920
    PointCloudLibrary/pcl

    Point Cloud Library (PCL)

    1,578 Elo +711.2kC++
  42. #3,979
    alicevision/Meshroom

    Node-based Visual Programming Toolbox

    1,575 Elo +4013kPython
  43. #4,014
    lance-format/lance

    Open Lakehouse Format for Multimodal AI. Convert from Parquet in 2 lines of code for 100x faster random access, vector…

    1,573 Elo +897.3kRust
  44. #4,048
    MITDeepLearning/introtodeeplearning

    Lab Materials for MIT 6.S191: Introduction to Deep Learning

    1,571 Elo +168.8kJupyter Notebook
  45. #4,079
    koharu-rs/koharu

    ML-powered manga translator, written in Rust.

    1,569 Elo +936.6kRust
  46. #4,140
    voxel51/fiftyone

    Refine high-quality datasets and visual AI models

    1,565 Elo +4511.3kTypeScript
  47. #4,321
    zalandoresearch/fashion-mnist

    A MNIST-like fashion product database. Benchmark :point_down:

    1,555 Elo −412.8kPython
  48. #4,361
    NVIDIA/DeepLearningExamples

    State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and…

    1,553 Elo −1414.8kJupyter Notebook
  49. #4,398
    davisking/dlib

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

    1,551 Elo −2614.4kC++
  50. #4,653
    davidsandberg/facenet

    Face recognition using Tensorflow

    1,537 Elo −4414.3kPython
  51. #4,785
    autogluon/autogluon

    Fast and Accurate ML in 3 Lines of Code

    1,530 Elo +810.8kPython
  52. #4,831
    advimman/lama

    🦙 LaMa Image Inpainting, Resolution-robust Large Mask Inpainting with Fourier Convolutions, WACV 2022

    1,528 Elo +1510.3kJupyter Notebook
  53. #4,852
    1,526 Elo −329kC++
  54. #4,890
    kmario23/deep-learning-drizzle

    Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from…

    1,525 Elo −5112.9kHTML
  55. #5,170
    virgili0/Virgilio

    Your new Mentor for Data Science E-Learning.

    1,511 Elo −2415kJupyter Notebook
  56. #5,193
    qubvel-org/segmentation_models.pytorch

    Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

    1,510 Elo −1411.8kPython
  57. #5,389
    ultralytics/yolov3

    PyTorch implementation of YOLOv3, YOLOv3-SPP, and YOLOv3-tiny for real-time object detection with training, validation…

    1,501 Elo −1110.6kPython
  58. #5,413
    PeterL1n/RobustVideoMatting

    Robust Video Matting in PyTorch, TensorFlow, TensorFlow.js, ONNX, CoreML!

    1,501 Elo +339.6kPython
  59. #5,462
    jacobgil/pytorch-grad-cam

    Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object…

    1,498 Elo −4313kPython
  60. #5,508
    junyanz/CycleGAN

    Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

    1,496 Elo −3012.8kLua
  61. #5,707
    roboflow/notebooks

    A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from…

    1,487 Elo −179.7kJupyter Notebook
  62. #5,729
    exadel-inc/CompreFace

    Leading free and open-source face recognition system

    1,486 Elo +38.4kJava
  63. #5,846
    openframeworks/openFrameworks

    openFrameworks is a community-developed cross platform toolkit for creative coding in C++.

    1,480 Elo −1710.4kC++
  64. #6,128
    esimov/caire

    Content aware image resize library

    1,468 Elo +3710.8kGo
  65. #6,249
    HenryNdubuaku/maths-cs-ai-compendium

    Become a cracked AI/ML researcher/engineer with this unconventional textbook covering maths, computing, and ML with…

    1,462 Elo +327.7kTypeScript
  66. #6,253
    dusty-nv/jetson-inference

    Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA…

    1,462 Elo −379kC++
  67. #6,278
    extreme-assistant/CVPR2024-Paper-Code-Interpretation

    cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集,极市团队整理

    1,461 Elo −3612.4k
  68. #6,577
    phillipi/pix2pix

    Image-to-image translation with conditional adversarial nets

    1,449 Elo −3210.6kLua
  69. #6,673
    scikit-image/scikit-image

    Image processing in Python

    1,446 Elo +96.6kPython
  70. #6,698
    amusi/Deep-Learning-Interview-Book

    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)

    1,445 Elo +28.9k
  71. #6,751
    xuebinqin/U-2-Net

    The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for…

    1,443 Elo −299.8kPython
  72. #7,012
    ludwig-ai/ludwig

    Low-code framework for building custom LLMs, neural networks, and other AI models

    1,433 Elo −2411.7kPython
  73. #7,351
    openMVG/openMVG

    open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.

    1,419 Elo −116.6kC++
  74. #7,727
    bytedeco/javacv

    Java interface to OpenCV, FFmpeg, and more

    1,406 Elo −78.3kJava
  75. #7,760
    microsoft/computervision-recipes

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

    1,404 Elo −159.8kJupyter Notebook
  76. #7,842
    activeloopai/deeplake

    Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable…

    1,402 Elo +149.2kC++
  77. #7,897
    PaddlePaddle/models

    Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.

    1,399 Elo −176.9kPython
  78. #7,914
    microsoft/ailab

    Experience, Learn and Code the latest breakthrough innovations with Microsoft AI

    1,399 Elo +17.8kC#
  79. #7,963
    amusi/awesome-object-detection

    Awesome Object Detection based on handong1587 github…

    1,397 Elo −117.5k
  80. #8,279
    open-mmlab/mmagic

    OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC)…

    1,384 Elo +107.4kJupyter Notebook
  81. #8,411
    haifengl/smile

    Statistical Machine Intelligence & Learning Engine

    1,379 Elo +106.4kJava
  82. #8,422
    dragen1860/TensorFlow-2.x-Tutorials

    TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT…

    1,379 Elo −66.3kJupyter Notebook
  83. #8,430
    NVIDIA/pix2pixHD

    Synthesizing and manipulating 2048x1024 images with conditional GANs

    1,379 Elo −46.9kPython
  84. #8,435
    EutropicAI/Final2x

    a cross-platform image super-resolution tool

    1,378 Elo +247.4kTypeScript
  85. #8,436
    pliang279/awesome-multimodal-ml

    Reading list for research topics in multimodal machine learning

    1,378 Elo +146.9k
  86. #8,478
    liuruoze/EasyPR

    (CGCSTCD'2017) An easy, flexible, and accurate plate recognition project for Chinese licenses in unconstrained…

    1,376 Elo −96.4kC++
  87. #8,697
    hybridgroup/gocv

    Go package for computer vision using OpenCV 4 and beyond. Includes support for DNN, CUDA, OpenCV Contrib, and OpenVINO.

    1,366 Elo −117.5kGo
  88. #8,711
    amusi/daily-paper-computer-vision

    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

    1,365 Elo −146.8k
  89. #8,864
    PeterL1n/BackgroundMattingV2

    Real-Time High-Resolution Background Matting

    1,357 Elo +87.2kPython
  90. #9,109
    jason718/awesome-self-supervised-learning

    A curated list of awesome self-supervised methods

    1,344 Elo +46.4k
  91. #9,413
    SerpentAI/SerpentAI

    Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!

    1,325 Elo −126.9kPython
  92. #9,481
    SkalskiP/courses

    This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)

    1,320 Elo −86.4kPython
  93. #9,510
    clovaai/donut

    Official Implementation of OCR-free Document Understanding Transformer (Donut) and Synthetic Document Generator…

    1,317 Elo −126.9kPython
  94. #9,705
    KevinMusgrave/pytorch-metric-learning

    Train and evaluate embeddings for similarity search with PyTorch. Includes contrastive losses, hard example mining…

    1,294 Elo −186.3kPython