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Best Open Source computer vision Libraries

A curated list of the most popular GitHub repositories tagged with computer vision. Select any project to visualize its architecture and dive into the codebase using RepoMind's AI engine.

#1opencv/opencv

Open Source Computer Vision Library

86,632C++
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#2Developer-Y/cs-video-courses

List of Computer Science courses with video lectures.

77,231
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#3d2l-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。

76,245Python
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#4ultralytics/ultralytics

Ultralytics YOLO 🚀

54,531Python
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#5microsoft/AI-For-Beginners

12 Weeks, 24 Lessons, AI for All!

46,112Jupyter Notebook
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#6roboflow/supervision

We write your reusable computer vision tools. 💜

36,724Python
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#7google-ai-edge/mediapipe

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

34,172C++
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#8CMU-Perceptual-Computing-Lab/openpose

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

33,867C++
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#9ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code

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

32,271
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#10eugeneyan/applied-ml

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

28,715
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#11d2l-ai/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.

28,422Python
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#12HumanSignal/label-studio

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

26,745TypeScript
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#13junyanz/pytorch-CycleGAN-and-pix2pix

Image-to-Image Translation in PyTorch

25,023Python
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#14MaaAssistantArknights/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.

19,928C++
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#15ShusenTang/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。

19,343Jupyter Notebook
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#16AccumulateMore/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】

18,306Jupyter Notebook
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#17microsoft/AirSim

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

18,025C++
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#18pytorch/vision

Datasets, Transforms and Models specific to Computer Vision

17,566Python
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#19NVlabs/instant-ngp

Instant neural graphics primitives: lightning fast NeRF and more

17,315Cuda
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#20screenpipe/screenpipe

screenpipe turns your computer into a personal AI that knows everything you've done. record. search. automate. all local, all private, all yours.

17,249Rust
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#21bharathgs/Awesome-pytorch-list

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

16,419
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#22wkentaro/labelme

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

15,656Python
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#23cvat-ai/cvat

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

15,475Python
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#24NVIDIA/DeepLearningExamples

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

14,744Jupyter Notebook
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#25openvinotoolkit/openvino

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

9,899C++
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#26microsoft/computervision-recipes

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

9,835Jupyter Notebook
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#27advimman/lama

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

9,775Jupyter Notebook
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#28xuebinqin/U-2-Net

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

9,672Python
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#29PeterL1n/RobustVideoMatting

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

9,271Python
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#30roboflow/notebooks

A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like RF-DETR, YOLO11, SAM 3, and Qwen3-VL.

9,250Jupyter Notebook
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#31activeloopai/deeplake

the GPU-native, sandboxed Postgres for AI agents

9,037C++
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#32dusty-nv/jetson-inference

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

8,755C++
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#33amusi/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)

8,748
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#34realsenseai/librealsense

RealSense SDK

8,613C++
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#35Nyandwi/machine_learning_complete

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

4,990Jupyter Notebook
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#36roboflow/sports

computer vision and sports

4,900Python
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#37KaiyangZhou/deep-person-reid

Torchreid: Deep learning person re-identification in PyTorch.

4,782Python
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#38waybarrios/vllm-mlx

OpenAI and Anthropic compatible server for Apple Silicon. Run LLMs and vision-language models (Llama, Qwen-VL, LLaVA) with continuous batching, MCP tool calling, and multimodal support. Native MLX backend, 400+ tok/s. Works with Claude Code.

900Python
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#39abhiTronix/deffcode

A cross-platform High-performance FFmpeg based Real-time Video Frames Decoder in Pure Python 🎞️⚡

221Python
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#40Intellindust-AI-Lab/EdgeCrafter

Pytorch implementation of "EdgeCrafter: Compact ViTs for Edge Dense Prediction via Task-Specialized Distillation"

144Python
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