resource: computer-vision
373 resources, primary matches first, then adoption-weighted; health v2 shown.
| Resource | Health v2 | Stars | Maturity |
|---|---|---|---|
| OpenDriveLab/DriveLM DriveLM is a research project and dataset for autonomous driving built around Graph Visual Question Answering (GVQA), where QA pairs about … | 41 | 1338 | active |
| ChanChiChoi/awesome-Face_Recognition A curated awesome-list collecting research papers (mainly from arXiv) on face-related computer vision topics such as detection, alignment, … | 32 | 4754 | maintenance |
| glouppe/info8010-deep-learning Lecture materials and Jupyter notebook code for INFO8010 Deep Learning, a university course taught by Gilles Louppe at ULiège. It covers ma… | 67 | 1292 | active |
| TommyZihao/vlm_arm A tutorial project connecting a Mycobot 280 Pi robotic arm to multimodal large language models (GPT-4o, Claude 3, Yi-Vision, Qwen-VL) to bu… | 55 | 1274 | active |
| astorfi/TensorFlow-World A collection of simple, ready-to-use tutorials for TensorFlow, each with source code and accompanying documentation hosted in a wiki. It se… | 23 | 4488 | maintenance |
| jobbole/awesome-machine-learning-cn A Chinese-language translation and annotation of the awesome-machine-learning curated list, cataloging machine learning frameworks, librari… | 32 | 4485 | maintenance |
| patrick-llgc/Learning-Deep-Learning A curated collection of paper reading notes on deep learning and machine learning, with topic-organized reviews covering computer vision, 3… | 70 | 1269 | active |
| Deephome/Awesome-LiDAR-Camera-Calibration A curated awesome-list collecting papers, toolboxes, and notes on LiDAR-camera extrinsic calibration. It organizes target-based and targetl… | 32 | 1268 | active |
| pprp/SimpleCVReproduction A curated collection of simplified, well-commented reproductions of computer vision models including attention mechanisms, classification, … | 48 | 1261 | active |
| openvinotoolkit/open_model_zoo A collection of pre-trained deep learning models (Intel and public) plus demos and tools for use with the OpenVINO inference toolkit. It in… | 77 | 4420 | maintenance |
| openMVG/awesome_3DReconstruction_list A curated awesome-list of papers, tutorials, open-source software, and datasets related to 3D reconstruction from images. It covers topics … | 32 | 4418 | maintenance |
| HumanSignal/awesome-data-labeling A curated awesome-list of open-source and commercial data labeling and annotation tools for machine learning datasets. It catalogs tools fo… | 32 | 4405 | maintenance |
| SerialLain3170/AwesomeAnimeResearch A curated awesome-list of research papers, datasets, and repositories related to anime and manga, covering machine learning topics like ima… | 74 | 1246 | active |
| niessner/Matterport Matterport3D is a large-scale RGB-D dataset of 90 building-scale indoor scenes with 194,400 RGB-D images, panoramic views, textured 3D mesh… | 55 | 1245 | stable |
| openimages/dataset Open Images is a large-scale annotated image dataset for computer vision, containing millions of images with bounding boxes, instance segme… | 32 | 4376 | maintenance |
| weihaox/awesome-image-translation A curated awesome-list of research papers, implementations, and resources on image-to-image translation, organized by year from pre-2018 to… | 52 | 1239 | active |
| yzhuoning/Awesome-CLIP A curated awesome list of research papers, code implementations, and applications built around CLIP (Contrastive Language-Image Pre-Trainin… | 32 | 1227 | active |
| liliu-avril/Awesome-Segment-Anything A curated awesome-list and companion repository for the first comprehensive survey paper on Meta AI's Segment Anything Model (SAM). It cont… | 74 | 1217 | active |
| Linfeng-Tang/Image-Fusion A curated survey and paper collection on deep learning-based image fusion, accompanying the survey 'Deep Learning-based Image Fusion: A Sur… | 75 | 1214 | active |
| kqwang/phase-recovery A curated resource list accompanying the review paper 'On the use of deep learning for phase recovery' (Light: Science & Applications, 2024… | 68 | 1212 | active |
| Yochengliu/awesome-point-cloud-analysis A curated awesome list of papers, code, and datasets for 3D point cloud analysis and processing, covering tasks like classification, segmen… | 32 | 4219 | maintenance |
| gimseng/99-ML-Learning-Projects A community-curated collection of 99 machine learning coding exercises and solutions, currently at 10 completed projects. Exercises range f… | 32 | 1199 | active |
| SJTU-ViSYS/M2DGR M2DGR is a multi-modal, multi-scenario SLAM dataset collected with ground robots, providing synchronized vision, lidar, IMU, GNSS, event, a… | 71 | 1194 | stable |
| commaai/research The comma.ai driving dataset with accompanying code for the 2016 paper 'Learning a Driving Simulator'. It contains ~7.25 hours of highway d… | 32 | 4123 | maintenance |
| uncbiag/Awesome-Foundation-Models An awesome-style curated list of foundation models—large pretrained models such as BERT, GPT-3, and DALL-E—for vision and language tasks. I… | 65 | 1176 | active |
| facebookresearch/co3d Tooling for the CO3Dv2 (Common Objects In 3D) dataset, a large-scale collection of real-life multi-view images of everyday objects with cam… | 32 | 1173 | stable |
| jinwchoi/awesome-action-recognition A curated awesome-list of resources for video action recognition and related areas such as object recognition and pose estimation. It colle… | 32 | 4016 | maintenance |
| RimoChan/Vtuber_Tutorial A Chinese-language tutorial series teaching how to build your own Vtuber from scratch, covering facial capture with a webcam through to cha… | 32 | 1140 | active |
| foolwood/benchmark_results A curated paper list for visual object tracking research, organized by venue and year, with links to papers and code. It serves as a refere… | 32 | 3944 | maintenance |
| OpenGVLab/ScaleCUA ScaleCUA is an open-source computer use agent project providing a large-scale cross-platform GUI operation dataset, trained models, and an … | 38 | 1133 | active |
| chrieke/awesome-satellite-imagery-datasets A curated awesome-list of annotated aerial and satellite imagery datasets for computer vision and deep learning, organized by task (instanc… | 10 | 3915 | maintenance |
| Sentdex/pygta5 A reboot of Sentdex's project using Python and deep learning to play Grand Theft Auto 5, featuring an AI driver called Charles trained via … | 32 | 3906 | maintenance |
| weihaox/GAN-Inversion A curated awesome-list and companion repository for the TPAMI 2022 survey 'GAN Inversion: A Survey'. It collects papers, pretrained inverte… | 74 | 1127 | active |
| YichiZhang98/SAM4MIS A curated research repository tracking papers, surveys, and datasets on applying the Segment Anything Model (SAM/SAM2/SAM3) and other found… | 66 | 1122 | active |
| NEU-Gou/awesome-reid-dataset A curated awesome-list cataloging publicly available person re-identification (ReID) datasets, with metadata such as identity counts, camer… | 54 | 1105 | active |
| Jingkang50/OpenOOD OpenOOD is a benchmark framework that reproduces and fairly compares methods for generalized out-of-distribution detection, spanning anomal… | 48 | 1070 | active |
| 983632847/Awesome-Multimodal-Object-Tracking A continuously updated awesome-list and survey companion repository for multi-modal object tracking (MMOT), covering combinations of RGB, d… | 69 | 1057 | active |
| hukenovs/hagrid HaGRID is a large-scale hand gesture recognition image dataset containing over one million FullHD RGB images across 33 gesture classes plus… | 36 | 1048 | active |
| opencv/opencv_zoo A collection of pre-trained computer vision models tuned for OpenCV's DNN inference module, accompanied by benchmarking tools for various h… | 61 | 1034 | active |
| gigwegbe/tinyml-papers-and-projects A curated awesome-list of papers, projects, articles, courses, and tools about TinyML (machine learning on microcontrollers and resource-co… | 57 | 1031 | active |
| makelove/OpenCV-Python-Tutorial A collection of tested Python source code accompanying a Chinese-language OpenCV tutorial PDF, with sample images and videos included. It s… | 32 | 3440 | maintenance |
| modenaxe/awesome-biomechanics A curated awesome-list of resources for biomechanics and human motion analysis, including datasets, processing tools, simulation software, … | 66 | 1007 | active |
| RuihengZhang/IFSOD-dataset IFSOD is a benchmark dataset for infrared few-shot object detection, containing 4,815+ images with 23,000+ annotations across 18 categories… | 28 | 1005 | active |
| jianzongwu/Awesome-Open-Vocabulary An awesome-list repository accompanying the TPAMI 2024 survey 'Towards Open Vocabulary Learning: A Survey'. It records, tracks, and benchma… | 66 | 1003 | active |
| NVIDIA-AI-IOT/jetbot JetBot is an open-source educational AI robot platform built on NVIDIA Jetson Nano, with tutorials from basic motion control to AI-based co… | 63 | 3329 | maintenance |
| artemnovichkov/iOS-11-by-Examples A collection of Swift code examples demonstrating new iOS 11 APIs such as Core ML, Vision, ARKit, Core NFC, MapKit, and DeviceCheck. It ser… | 32 | 3283 | maintenance |
| Best AI Papers (Yearly Review) A yearly curated list of the most significant AI and data science research papers, organized by release date with video explanations, in-de… | 32 | 3183 | maintenance |
| Awesome3DGS/3D-Gaussian-Splatting-Papers A curated awesome-list tracking 3D Gaussian Splatting research papers organized by venue and year, with archives, surveys, and links to arX… | 65 | 3132 | maintenance |
| weiaicunzai/awesome-image-classification A curated awesome-list of deep learning image classification papers and code repositories since 2014, with an ImageNet accuracy performance… | 32 | 3064 | maintenance |
| Tencent/tencent-ml-images Tencent ML-Images is the largest open-source multi-label image database, containing ~17.6M training and ~88.7K validation image URLs annota… | 32 | 3063 | maintenance |
| ieee8023/covid-chestxray-dataset An open, publicly curated dataset of chest X-ray and CT images from patients positive or suspected of COVID-19 and other viral/bacterial pn… | 23 | 3061 | maintenance |
| computerhistory/AlexNet-Source-Code The original 2012 source code of AlexNet, the convolutional neural network that won the ImageNet 2012 competition, released as open source … | 26 | 2968 | maintenance |
| fendouai/PyTorchDocs A Chinese translation of the official PyTorch tutorials, covering a 60-minute quickstart, computer vision, NLP, GANs, and reinforcement lea… | 75 | 2953 | maintenance |
| ndrplz/self-driving-car A collection of source code for all projects from the Udacity Self-Driving Car Engineer Nanodegree, covering lane finding, traffic sign cla… | 32 | 2922 | maintenance |
| EdjeElectronics/TensorFlow-Object-Detection-API-Tutorial-Train-Multiple-Objects-Windows-10 A step-by-step tutorial repository teaching how to train a TensorFlow Object Detection classifier for multiple custom objects on Windows 10… | 32 | 2919 | maintenance |
| MenghaoGuo/Awesome-Vision-Attentions A curated awesome-list of papers on visual attention mechanisms in computer vision, accompanying the survey 'Attention Mechanisms in Comput… | 32 | 2842 | maintenance |
| vsitzmann/awesome-implicit-representations A curated awesome-list of papers, talks, and Colabs on implicit neural representations (coordinate-based networks like SIREN and neural sce… | 32 | 2648 | maintenance |
| xuebinqin/DIS Official repository for the ECCV 2022 paper 'Highly Accurate Dichotomous Image Segmentation' (DIS), providing the DIS dataset, IS-Net model… | 32 | 2568 | maintenance |
| 52CV/CVPR-2021-Papers A curated, categorized collection of CVPR 2021 accepted papers and code links, maintained as a GitHub awesome-list. It organizes roughly 1,… | 32 | 2531 | maintenance |
| hwalsuklee/awesome-deep-text-detection-recognition A curated awesome-list of deep learning papers and resources for scene text detection and recognition (OCR). It organizes papers by publica… | 32 | 2530 | maintenance |
| aleju/papers A curated collection of short, readable summaries of machine learning research papers, covering topics like deep learning, computer vision,… | 32 | 2502 | maintenance |
| cbsudux/awesome-human-pose-estimation A curated awesome-list of resources on human pose estimation, including papers, datasets, workshops, blog posts, and popular PyTorch/Tensor… | 32 | 2480 | maintenance |
| Jack-Cherish/Deep-Learning A collection of hands-on deep learning tutorials and accompanying Python code by Jack Cui, covering projects like handwritten digit recogni… | 32 | 2448 | maintenance |
| xinario/awesome-gan-for-medical-imaging A curated awesome-list of research papers and resources on generative adversarial networks (GANs) applied to medical imaging. It organizes … | 32 | 2362 | maintenance |
| ErickWendel/semana-javascript-expert07 JS Expert Week 7.0 tutorial project that builds a gesture controller for streaming platforms using eye blink and hand detection with MediaP… | 30 | 2362 | maintenance |
| Honlan/DeepInterests DeepInterests is a Chinese-language collection of hands-on deep learning projects built with Python3, TensorFlow 1.9, and Keras 2.2, accomp… | 32 | 2285 | maintenance |
| oreillymedia/Learning-OpenCV-3_examples The official companion repository of example code and chapter exercises for the book 'Learning OpenCV 3' by Adrian Kaehler and Gary Bradski… | 32 | 2267 | maintenance |
| doggycoder/AndroidOpenGLDemo An Android demo application teaching OpenGL ES 2.0 from scratch, covering basic shape drawing, textures, shaders, camera preview, 3D model … | 32 | 2222 | maintenance |
| VainF/Awesome-Anything A curated awesome-list of general AI methods covering segmentation, generation, 3D, model compression, and multi-task learning under the 'A… | 30 | 1856 | maintenance |
| JimmyHHua/opencv_tutorials A bilingual (English and Chinese) tutorial repository with Python source code examples for OpenCV 4.0, covering image loading, pixel operat… | 32 | 1852 | maintenance |
| QianMo/OpenCV3-Intro-Book-Src Companion source code for the Chinese book 'Introduction to OpenCV3 Programming', containing 95 example programs covering OpenCV fundamenta… | 32 | 1826 | maintenance |
| aerophile/awesome-deepfakes A curated awesome-list of deepfake-related resources, including code repositories for face swapping and generation, research papers on deep… | 32 | 1725 | maintenance |
| njvisionpower/Safety-Helmet-Wearing-Dataset A labeled dataset (SHWD) of 7,581 images for detecting safety helmet (hardhat) wearing and human heads, annotated in Pascal VOC format. It … | 32 | 1720 | maintenance |
| roboflow/awesome-openai-vision-api-experiments A curated collection of experiments demonstrating how to build applications on top of the OpenAI Vision API (GPT-4V), including zero-shot c… | 27 | 1690 | maintenance |
| SpyderXu/multi-object-tracking-paper-list A curated list of research papers and open-source code for multi-object tracking (MOT) in computer vision, along with links to relevant dat… | 32 | 1683 | maintenance |
| electech6/ORB_SLAM2_detailed_comments A fork of the ORB-SLAM2 real-time SLAM library for monocular, stereo, and RGB-D cameras, annotated with extremely detailed Chinese comments… | 32 | 1677 | maintenance |
| chongyangtao/Awesome-Scene-Text-Recognition A curated awesome-list of papers, code, datasets, and models for scene text localization and recognition in natural images. It aggregates r… | 32 | 1674 | maintenance |
| xiaobai1217/Awesome-Video-Datasets A curated awesome-list of video datasets for computer vision and machine learning research, maintained by the VIS Lab at the University of … | 32 | 1659 | maintenance |
| QingyongHu/SoTA-Point-Cloud The official repository accompanying the IEEE TPAMI 2020 survey 'Deep Learning for 3D Point Clouds: A Survey'. It curates papers, datasets,… | 32 | 1634 | maintenance |
| kuanhungchen/awesome-tiny-object-detection A curated awesome-list of research papers, datasets, surveys, and challenges focused on tiny and small object detection in computer vision.… | 32 | 1629 | maintenance |
| aws-samples/aws-machine-learning-university-accelerated-cv A free Machine Learning University course from AWS covering accelerated computer vision, with slides, Jupyter notebooks, datasets, and YouT… | 32 | 1613 | maintenance |
| albarqouni/Deep-Learning-for-Medical-Applications A curated awesome-list of deep learning papers on medical image analysis, organized by technique (CNN, RNN, GAN, autoencoders) and medical … | 32 | 1608 | maintenance |
| mbadry1/CS231n-2017-Summary A written summary of all 16 lectures of Stanford's CS231n 2017 course on convolutional neural networks for visual recognition. It condenses… | 32 | 1586 | maintenance |
| kevinhughes27/TensorKart A demonstration project that trains a TensorFlow neural network to autonomously drive in Mario Kart 64 using the mupen64plus emulator. It r… | 75 | 1575 | maintenance |
| Deep Tutorials for PyTorch A series of in-depth PyTorch tutorials (Deep-Tutorials-for-PyTorch) that walk through implementing models from scratch, including the SSD S… | 32 | 1570 | maintenance |
| pytorch/android-demo-app A collection of Android demo apps showcasing PyTorch Mobile for on-device inference, including image classification, object detection, segm… | 10 | 1557 | maintenance |
| gengyanlei/fire-smoke-detect-yolov4 A fire and smoke detection project providing YOLOv4/YOLOv5 detection models plus an accompanying fire-smoke detection dataset. The code is … | 41 | 1481 | maintenance |
| GeorgeDu/vision-based-robotic-grasping A curated collection of papers and code links for vision-based robotic grasping, organized by grasp type (2D planar vs 6DoF) and perception… | 32 | 1475 | maintenance |
| zonechen1994/CV_Interview A curated Chinese-language collection of computer vision algorithm interview questions and answers, covering deep learning, machine learnin… | 32 | 1475 | maintenance |
| electech6/ORB_SLAM3_detailed_comments A fork of the ORB-SLAM3 real-time SLAM library with extensively detailed line-by-line Chinese comments added to the source code for educati… | 32 | 1462 | maintenance |
| amitshekhariitbhu/AndroidTensorFlowMachineLearningExample An example Android project demonstrating how to build TensorFlow (native .so and jar) for Android and run object detection on camera images… | 41 | 1441 | maintenance |
| longpeng2008/yousan.ai A curated awesome-list of deep learning study resources including projects, ebooks, and courses, maintained by the yousan.ai community. It … | 32 | 1439 | maintenance |
| fendouai/OpenCVTutorials A Chinese translation of the official OpenCV-Python 4.1 tutorials, published as a website (woshicver.com) with source content in this repos… | 75 | 1429 | maintenance |
| DWCTOD/CVPR2024-Papers-with-Code-Demo A curated collection of CVPR 2024 papers with links to open-source code and demo videos, organized by research topic such as object detecti… | 32 | 1411 | maintenance |
| jasmcaus/opencv-course Companion code and notes for a free 4-hour Python and OpenCV course published on freeCodeCamp. It covers image/video basics, color spaces, … | 32 | 1405 | maintenance |
| IDEA-Research/awesome-detection-transformer A curated awesome-list collecting papers on transformer-based object detection and segmentation (DETR and its variants), organized by resea… | 32 | 1397 | maintenance |
| margaretmz/awesome-tensorflow-lite A curated awesome list of TensorFlow Lite models with sample apps, tools, and learning resources for mobile and edge machine learning. It c… | 32 | 1390 | maintenance |
| DLLXW/data-science-competition A curated collection of award-winning solutions and original baselines from data science competitions on platforms like Kaggle, Alibaba Tia… | 32 | 1380 | maintenance |
| wangzheallen/awesome-human-pose-estimation A curated awesome-list of papers, datasets, benchmarks, and implementations for human pose estimation and related topics such as 3D human m… | 32 | 1375 | maintenance |
| balavenkatesh3322/CV-pretrained-model A curated awesome-list of computer vision pre-trained models organized by framework (TensorFlow, Keras, PyTorch, Caffe, MXNet). It catalogs… | 23 | 1366 | maintenance |