Open-source computer-vision software

1575 open-source libraries, tools and applications tagged computer-vision, ranked by how closely computer-vision is their primary purpose, then by adoption and maintenance health. Each entry links to a page with sources, use cases and when to choose or avoid it.

1575 products, primary matches first, then adoption-weighted; health v2 shown.

Product	Health v2	Stars	Maturity
hacksider/Deep-Live-Cam Deep-Live-Cam is a Python‑based desktop application that performs real‑time face swapping and video deepfakes using a single source image. …	89	97084	active
openpilot openpilot is an open-source operating system for robotics that currently functions as an advanced driver assistance system (ADAS) for 300+ …	89	63922	active
openpilot openpilot is an open-source operating system that provides advanced driver assistance features for supported vehicles. It runs on comma har…	89	63922	active
Ultralytics YOLO Ultralytics provides a Python library implementing the YOLO family of models for object detection, segmentation, classification, pose estim…	96	62597	active
Ultralytics YOLO Ultralytics YOLO is a Python package and CLI providing a family of real-time computer vision models (YOLO26, YOLO11, YOLOv8) for object det…	96	62597	active
ultralytics/yolov5 Ultralytics YOLOv5 is a PyTorch‑based library for real‑time object detection, instance segmentation, and image classification. It provides …	66	58103	active
face_recognition face_recognition is a Python library that provides simple APIs for detecting, locating, and recognizing human faces in images. It also ship…	59	56796	active
facebookresearch/segment-anything Segment Anything Model (SAM) from Meta AI is a promptable image segmentation foundation model that produces high-quality object masks from …	31	54993	stable
roboflow/supervision Supervision is an open‑source Python library that provides reusable utilities for building computer‑vision applications, from dataset handl…	97	51063	active
PhotoPrism PhotoPrism is an AI‑powered, privacy‑focused application for browsing, organizing and sharing photos and videos. It runs as a self‑hosted w…	94	40276	active
tesseract.js Tesseract.js is a pure JavaScript library that provides OCR capabilities for over 100 languages using WebAssembly. It can run in browsers a…	64	38729	active
google-ai-edge/mediapipe MediaPipe is an open‑source framework that provides cross‑platform, customizable machine‑learning pipelines for live and streaming media. I…	95	37288	active
huggingface/pytorch-image-models timm (PyTorch Image Models) is a Python library that provides a large collection of state‑of‑the‑art vision models, utilities, and training…	94	37222	active
Frigate Frigate is an open-source, self-hosted network video recorder (NVR) that performs real-time AI object detection on IP camera feeds locally …	94	36476	active
facebookresearch/detectron2 Detectron2 is Facebook AI Research's PyTorch-based library for state-of-the-art object detection, instance/panoptic segmentation, and other…	66	34897	stable
OpenPose OpenPose is an open‑source C++ library that provides real‑time multi‑person keypoint detection for body, face, hands, and feet. It leverage…	23	34493	active
openai/CLIP OpenAI's CLIP is a PyTorch library providing pretrained contrastive language-image models that encode images and text into a shared embeddi…	62	34362	stable
open-mmlab/mmdetection MMDetection is OpenMMLab's PyTorch-based toolbox and benchmark for object detection and instance/panoptic segmentation. It provides a large…	23	32955	stable
PythonRobotics PythonRobotics is a collection of Python sample codes and an accompanying textbook that demonstrate a wide range of robotics algorithms. It…	76	30641	active
deepinsight/insightface InsightFace is an open-source Python library for state-of-the-art 2D and 3D face analysis, including detection, recognition, alignment, swa…	85	29939	active
Apollo Apollo is an open-source autonomous driving platform written in C++. It provides a modular architecture for perception, planning, control, …	54	26853	active
Apollo Apollo is an open-source autonomous driving platform providing a high-performance, modular software stack for developing, testing, and depl…	54	26853	active
MiniCPM MiniCPM-V and MiniCPM-o are a series of small multimodal large language models for efficient image, video, and audio understanding, deploya…	59	26452	active
zai-org/Open-AutoGLM Open-AutoGLM is an open phone agent model and framework built on AutoGLM that understands phone screens multimodally and automates Android …	45	26342	active
MiniGPT-4 MiniGPT-4 is an open-source Python library that aligns a frozen visual encoder with a frozen large language model to enable multimodal imag…	30	25605	active
microsoft/OmniParser OmniParser is a screen parsing tool from Microsoft that converts UI screenshots into structured, understandable elements to ground vision-l…	55	25431	active
google-ai-edge/gallery Google AI Edge Gallery is a mobile and desktop app that lets you run large language models and multimodal AI directly on your device. It pr…	87	25018	active
graphdeco-inria/gaussian-splatting The official reference implementation of 3D Gaussian Splatting, a method for real-time radiance field rendering that reconstructs scenes fr…	47	24196	active
pytorch/examples A curated collection of short, high‑quality PyTorch example projects covering vision, text, reinforcement learning, and more. The repositor…	46	24052	active
Tencent/ncnn ncnn is a high-performance neural network inference framework written in C++ and optimized for mobile, embedded, and desktop deployment. It…	83	23907	stable
MaaAssistantArknights MAA (MAA Assistant Arknights) is a C++ desktop assistant for the mobile game Arknights that automates daily tasks using image recognition. …	96	23854	active
DeepFace DeepFace is a lightweight Python library for face recognition and facial attribute analysis. It provides pre‑trained models to estimate age…	93	23482	active
DeepFace DeepFace is a lightweight Python library for face recognition and facial attribute analysis, wrapping state-of-the-art models like VGG-Face…	93	23482	stable
Skyvern-AI/skyvern Skyvern is an open‑source platform that adds AI and computer‑vision capabilities to Playwright for automating browser‑based workflows. It p…	89	23226	active
screenpipe/screenpipe Screenpipe is a source‑available desktop application that continuously records screen, audio and app text on macOS, Windows and Linux. It s…	87	21979	active
Zeyi-Lin/HivisionIDPhotos HivisionIDPhotos is a lightweight AI-powered tool for creating ID photos. It provides background removal, face alignment, beautification, a…	64	21592	active
facebookresearch/sam2 Official code for Meta's Segment Anything Model 2 (SAM 2), a foundation model for promptable visual segmentation in images and videos. It i…	58	20001	active
microsoft/AirSim AirSim is an open‑source high‑fidelity simulator for drones, cars and other vehicles built as a plugin for Unreal Engine and Unity. It prov…	66	18501	active
img2threejs A tool that reconstructs objects from reference images as code-only, procedural Three.js models rather than meshes or photogrammetry. It pr…	79	18249	active
pytorch/vision torchvision is the official PyTorch companion library providing datasets, model architectures, and image/video transformations for computer…	92	17926	stable
IDEA-Research/Grounded-Segment-Anything Grounded-Segment-Anything (Grounded SAM) combines Grounding DINO with Segment Anything to detect and segment arbitrary objects from text pr…	31	17758	active
NVlabs/instant-ngp NVIDIA's implementation of instant neural graphics primitives, training NeRFs, signed distance functions, neural images, and neural volumes…	48	17557	stable
Robbyant/lingbot-map LingBot-Map is a feed-forward 3D foundation model that reconstructs scenes from streaming image data using a Geometric Context Transformer.…	57	17135	active
cvat-ai/cvat CVAT (Computer Vision Annotation Tool) is an open-source, self-hosted platform for annotating images, videos, and 3D point clouds to build …	95	16896	active
BetterGI · Better Genshin Impact BetterGI is a free, open-source Windows desktop application that automates gameplay in Genshin Impact using computer vision, OCR, and YOLO-…	95	16259	active
wkentaro/labelme Labelme is a graphical image annotation tool written in Python with a Qt interface, supporting polygon, rectangle, oriented rectangle, circ…	98	16211	active
web-infra-dev/midscene Midscene.js is an open-source TypeScript SDK that acts as a GUI agent for E2E testing and UI automation, using multimodal vision models to …	85	15063	active
TensorFlow.js A collection of pre-trained machine learning models ported to TensorFlow.js, published as npm packages for use in JavaScript projects. Mode…	59	14812	active
ddddocr DdddOcr is a Python library for offline, local recognition of various CAPTCHA types, including alphanumeric, Chinese character, and slider …	61	14800	active
facebookresearch/vggt VGGT (Visual Geometry Grounded Transformer) is a feed-forward transformer model from Meta AI and Oxford VGG that infers 3D geometry—camera …	55	14499	active
CARLA Simulator CARLA is an open-source simulator for autonomous driving research built on Unreal Engine, providing open digital assets like urban layouts,…	67	14465	active
PaddlePaddle/PaddleDetection PaddleDetection is an object detection toolkit built on the PaddlePaddle deep learning framework. It provides implementations of detection,…	67	14431	active
lsdefine/GenericAgent GenericAgent is a minimal self-evolving autonomous agent framework (~3K lines of seed code) that gives any LLM system-level control over a …	80	14332	active
mlfoundations/open_clip OpenCLIP is an open-source PyTorch implementation of CLIP and related multimodal contrastive models, with many pretrained image/text checkp…	80	14157	active
Open3D Open3D is an open-source C++ and Python library for 3D data processing, offering data structures, algorithms, and pipelines for point cloud…	86	14097	active
Meshroom (AliceVision photogrammetry pipeline) Meshroom is an open-source, node-based visual programming application for building and executing data processing pipelines, best known for …	67	12993	active
smartcrop smartcrop.js is a JavaScript library that implements a content-aware algorithm to find good crops for images. It runs in the browser, in No…	23	12958	stable
colmap/colmap COLMAP is a general-purpose Structure-from-Motion (SfM) and Multi-View Stereo (MVS) pipeline for reconstructing 3D models from ordered or u…	98	12884	active
libfacedetection An open-source C++ library for CNN-based face detection in images, with the model embedded as static C source so it has no external depende…	59	12807	stable
simular-ai/Agent-S Agent S is an open-source agentic framework that uses multimodal LLMs to operate computers like a human, controlling GUIs via clicking, typ…	67	12397	active
Autoware Autoware is the world's leading open-source, production-ready software stack for autonomous driving, built on ROS 2 and hosted by the Autow…	90	12155	stable
nerfstudio Nerfstudio is a Python library and CLI toolkit providing a simple, modular API for creating, training, and testing Neural Radiance Fields (…	34	12019	active
facebookresearch/sam3 Official code for Meta's Segment Anything Model 3 (SAM 3), a unified foundation model for promptable segmentation in images and videos. It …	63	11957	active
UI-TARS UI-TARS is ByteDance's open-source multimodal AI agent stack, comprising Agent TARS (a CLI/Web UI multimodal agent that operates terminals,…	46	11567	active
moesnow/March7thAssistant March7thAssistant is a fully automated assistant for the game Honkai: Star Rail, written in Python with a GUI launcher. It automates daily …	88	11499	active
rerun-io/rerun Rerun is an open-source SDK and viewer for logging, storing, querying, and visualizing multi-rate multimodal data such as images, point clo…	96	11498	active
Kornia Kornia is a differentiable computer vision library built on PyTorch, offering GPU-accelerated image processing, augmentations, and geometri…	84	11436	active
THU-MIG/yolov10 YOLOv10 is a real-time end-to-end object detection model family that removes NMS post-processing via consistent dual assignments and optimi…	17	11331	active
PointCloudLibrary/pcl The Point Cloud Library (PCL) is a large-scale, modular open-source C++ library for 2D/3D image and point cloud processing. It provides sta…	66	11131	stable
bytebot-ai/bytebot Bytebot is a self-hosted, open-source AI desktop agent that operates a full containerized Linux desktop, using screen vision, mouse, and ke…	10	11077	active
NopeCHA NopeCHA is an AI-powered CAPTCHA solving service distributed as a browser extension (Chrome/Firefox/Edge) plus Python and Node.js client li…	87	10997	active
face_recognition A Python library and command-line tool providing a simple API for face detection, facial landmark extraction, and face recognition, built o…	59	56796	maintenance
go-vgo/robotgo RobotGo is a native cross-platform Go library for desktop automation, RPA, and AI computer use. It controls the mouse and keyboard, reads t…	98	10871	active
IDEA-Research/GroundingDINO Official PyTorch implementation of Grounding DINO, an open-set object detector that fuses a Transformer-based DINO detector with grounded v…	22	10682	stable
X-AnyLabeling X-AnyLabeling is a cross-platform desktop application for AI-assisted annotation of text, image, video, and multimodal data. It bundles bui…	96	10642	active
Megvii-BaseDetection/YOLOX YOLOX is a high-performance anchor-free YOLO object detection model family implemented in PyTorch, with pretrained weights and export suppo…	30	10628	stable
esimov/caire Caire is a content-aware image resize library written in Go, based on the seam carving algorithm. It intelligently shrinks or enlarges imag…	28	10461	active
FreeMoCap FreeMoCap is a free, open-source, markerless motion capture system that uses ordinary cameras (webcams, GoPros, smartphones) to record and …	98	10437	active
OthersideAI/self-operating-computer A Python framework that lets multimodal LLMs operate a computer by viewing the screen and issuing mouse and keyboard actions to reach a sta…	45	10299	active
Moondream Moondream is an open-weight family of small, efficient vision language models (2B to 9B MoE) that perform image captioning, visual question…	58	10127	active
LmeSzinc/AzurLaneAutoScript ALAS is a free open-source bot with a GUI for the mobile game Azur Lane, supporting CN, EN, JP, and TW servers. It automates nearly all gam…	88	9734	active
roboflow/rf-detr RF-DETR is a real-time transformer-based model architecture from Roboflow for object detection, instance segmentation, and keypoint detecti…	86	9678	active
mrousavy/react-native-vision-camera A high-performance camera library for React Native offering photo/video capture, QR/barcode scanning, and JS worklet-based frame processors…	96	9646	active
WongKinYiu/yolov9 Official PyTorch implementation of the YOLOv9 object detection paper, featuring Programmable Gradient Information for improved accuracy. It…	17	9562	active
PeterL1n/RobustVideoMatting Robust Video Matting (RVM) is a deep learning model and library for real-time human video matting, using a recurrent neural network with te…	23	9533	stable
PaddlePaddle/PaddleSeg PaddleSeg is an end-to-end image segmentation toolkit built on PaddlePaddle, offering a model zoo with dozens of pre-trained models for sem…	49	9395	active
X-PLUG/MobileAgent Mobile-Agent is a family of multimodal GUI agents from Tongyi Lab that perceive and operate mobile and desktop user interfaces using vision…	64	9269	active
RealSense SDK RealSense SDK 2.0 (librealsense) is a cross-platform C++ library for Intel/RealSense depth cameras, providing depth and color streaming plu…	92	9040	active
jetson-inference A C++/Python DNN inference library and tutorial guide ('Hello AI World') for deploying deep learning vision models on NVIDIA Jetson devices…	40	9015	stable
NSFWJS NSFWJS is a JavaScript library that uses TensorFlow.js to classify images into NSFW/safety categories (Drawing, Neutral, Sexy, Hentai, Porn…	80	9007	active
DepthAnything/Depth-Anything-V2 Depth Anything V2 is a foundation model for monocular depth estimation, trained on 595K synthetic labeled images and 62M+ real unlabeled im…	54	8940	stable
AI on the Edge Device A firmware application for ESP32-CAM boards that uses TensorFlow Lite CNNs on-device to digitize analog utility meters (water, gas, electri…	74	8865	active
CASIA-LMC-Lab/FastSAM FastSAM is a CNN-based Segment Anything Model trained on only 2% of the SA-1B dataset, achieving comparable segmentation performance to SAM…	20	8421	active
JavaCV JavaCV is a Java library that wraps OpenCV, FFmpeg, and other computer vision and multimedia libraries via JavaCPP Presets, with utility cl…	80	8349	active
CompreFace Exadel CompreFace is a free, open-source face recognition system that provides REST APIs for face recognition, verification, detection, lan…	23	8344	stable
mikel-brostrom/boxmot BoxMOT is a pluggable Python and C++ library providing state-of-the-art multi-object tracking (MOT) algorithms such as ByteTrack, BoT-SORT,…	91	8301	active
bingoogolapple/BGAQRCode-Android An Android library for scanning and generating QR codes and barcodes, offering both ZXing and ZBar engines behind customizable scan views. …	60	8007	stable
open-mmlab/mmpose MMPose is an open-source pose estimation toolbox and benchmark built on PyTorch as part of the OpenMMLab ecosystem. It provides implementat…	35	7921	active
TensorRTx A C++ collection of popular deep learning networks (YOLO variants, ResNet, MobileNet, Swin Transformer, OCR models, and more) implemented f…	73	7838	active
boltgolt/howdy Howdy provides Windows Hello-style facial authentication for Linux using IR emitters and a camera with facial recognition. It integrates wi…	34	7813	active