resource: computer-vision
373 resources, primary matches first, then adoption-weighted; health v2 shown.
| Resource | Health v2 | Stars | Maturity |
|---|---|---|---|
| NVIDIA-AI-IOT/deepstream_reference_apps A collection of C++ reference applications demonstrating video analytics pipelines built on NVIDIA DeepStream SDK 9.0 and TensorRT for Tesl… | 74 | 1355 | maintenance |
| Mjrovai/OpenCV-Face-Recognition A real-time face recognition project built with OpenCV and Python, accompanied by end-to-end tutorials. It serves primarily as an education… | 32 | 1352 | maintenance |
| DirtyHarryLYL/Transformer-in-Vision A curated list of recent Transformer-based computer vision and related research works, with links to papers and code. It serves as a readin… | 32 | 1343 | maintenance |
| facebookresearch/Replica-Dataset The Replica Dataset is a collection of 18 high-quality 3D reconstructions of indoor spaces with dense geometry, HDR textures, glass/mirror … | 23 | 1316 | maintenance |
| becauseofAI/awesome-face A curated awesome-list of face technology resources, organizing papers, open-source code, benchmarks, and datasets across face recognition,… | 32 | 1291 | maintenance |
| tucan9389/awesome-ml-demos-with-ios A curated collection of demo and challenge projects for running machine learning model inference on iOS using Core ML, ML Kit, and TensorFl… | 32 | 1291 | maintenance |
| pprp/awesome-attention-mechanism-in-cv A curated awesome list of attention mechanisms and plug-and-play modules for computer vision, with links to papers and implementations. It … | 32 | 1282 | maintenance |
| open-mmlab/OpenMMLabCourse A collection of articles, video lectures, and Jupyter notebook tutorials from the OpenMMLab team covering computer vision algorithms and th… | 32 | 1280 | maintenance |
| Captain1986/CaptainBlackboard A collection of technical notes and tutorials (in Chinese) covering machine learning, deep learning, computer vision, and C++ engineering t… | 32 | 1269 | maintenance |
| datitran/raccoon_dataset A small open dataset of 200 labeled raccoon images (160 train / 40 validation) with PASCAL VOC XML annotations, created to train an object … | 32 | 1268 | maintenance |
| abidrahmank/OpenCV2-Python-Tutorials A tutorial collection teaching the OpenCV-Python library through the modern cv2 interface, aimed specifically at OpenCV 3.x. It includes ex… | 23 | 1267 | maintenance |
| dxli94/WLASL WLASL is the largest video dataset for word-level American Sign Language (ASL) recognition, containing samples for 2,000 common ASL words/g… | 32 | 1257 | maintenance |
| wsl2ls/iOS_Tips A curated collection of iOS example projects and demos written primarily in Objective-C, covering AVFoundation camera/video capture and edi… | 32 | 1252 | maintenance |
| ayushidalmia/awesome-fashion-ai A curated awesome-list of research papers, datasets, workshops, and tutorials on AI for fashion and e-commerce. It organizes papers by topi… | 32 | 1233 | maintenance |
| shu223/iOS-Depth-Sampler A collection of Swift code examples demonstrating iOS Depth APIs, including real-time depth visualization, depth masks, Portrait Effect Mat… | 32 | 1220 | maintenance |
| NVIDIA-AI-IOT/jetracer JetRacer is an open-source project for building an autonomous AI racecar powered by NVIDIA Jetson Nano. It provides Jupyter notebook exampl… | 23 | 1191 | maintenance |
| MuhammadMoinFaisal/YOLOv8-DeepSORT-Object-Tracking A Jupyter Notebook and script repository demonstrating YOLOv8 object detection combined with DeepSORT multi-object tracking, including IDs … | 31 | 1176 | maintenance |
| hendrycks/robustness Datasets and evaluation code for benchmarking neural network robustness to common corruptions and perturbations, from the ICLR 2019 paper b… | 32 | 1172 | maintenance |
| murtazahassan/OpenCV-Python-Tutorials-and-Projects A beginner-friendly OpenCV course in Python with accompanying example code and video tutorials. It covers basics like reading images/video/… | 32 | 1170 | maintenance |
| boyu-ai/Hands-on-CV Hands-on-CV is an open-source, hands-on computer vision course/textbook published by Boyu AI, distributed as Jupyter Notebooks. It teaches … | 28 | 1169 | maintenance |
| yuewang-cuhk/awesome-vision-language-pretraining-papers A curated awesome-list of research papers on Vision and Language PreTrained Models (VL-PTMs), covering image-, video-, and speech-based mul… | 32 | 1159 | maintenance |
| WolframResearch/Arrival-Movie-Live-Coding A collection of Wolfram Language notebooks from Christopher Wolfram's live coding session analyzing the alien logograms and content of the … | 32 | 1156 | maintenance |
| EdjeElectronics/TensorFlow-Object-Detection-on-the-Raspberry-Pi A step-by-step tutorial repository showing how to install and run TensorFlow's Object Detection API on a Raspberry Pi. It includes example … | 32 | 1152 | maintenance |
| murtazahassan/Learn-OpenCV-in-3-hours A companion code repository for a 3-hour YouTube course teaching OpenCV with Python, covering basics like reading images/video, edge detect… | 32 | 1149 | maintenance |
| Escheee/TBCF A benchmark repository collecting and sharing results, papers, and code for correlation filter-based visual object trackers. It provides pe… | 32 | 1142 | maintenance |
| MachineLP/Tensorflow- A collection of Chinese-language TensorFlow learning notes, code examples, and machine learning study series organized as Jupyter notebooks… | 32 | 1136 | maintenance |
| lzhbrian/image-to-image-papers A curated list of image-to-image translation research papers (mostly GAN-based) with links to their code implementations, ordered by arXiv … | 32 | 1129 | maintenance |
| cvdfoundation/open-images-dataset Open Images is a large-scale dataset of ~9 million images annotated with image-level labels and bounding boxes spanning over 6000 categorie… | 32 | 1128 | maintenance |
| kemaloksuz/ObjectDetectionImbalance A curated list of research papers addressing imbalance problems in object detection, organized by the taxonomy from the authors' TPAMI 2020… | 32 | 1126 | maintenance |
| 52CV/CVPR-2024-Papers A curated, categorized collection of CVPR 2024 conference papers, including best paper awards and links to code and project pages. It organ… | 27 | 1126 | maintenance |
| llSourcell/Learn_Computer_Vision An 8-week self-study curriculum for learning computer vision, created by Siraj Raval to accompany his YouTube course. It lists weekly video… | 32 | 1122 | maintenance |
| chaytonmin/Awesome-BEV-Perception-Multi-Cameras A curated awesome-list of research papers on multi-camera bird's-eye-view (BEV) 3D perception, covering 3D object detection and segmentatio… | 32 | 1114 | maintenance |
| tangzhenyu/SemanticSegmentation_DL A curated collection of papers, survey articles, and dataset links for semantic segmentation with deep learning, plus some Jupyter Notebook… | 32 | 1102 | maintenance |
| o0o0o0o0o0o0o/image-processing-from-scratch A collection of classic image processing and computer vision algorithms implemented from scratch in Python and C++, including Canny edge de… | 32 | 1091 | maintenance |
| yizt/cv-papers A curated collection of computer vision paper summaries, translations, and notes written in Chinese Markdown documents. It covers image cla… | 32 | 1091 | maintenance |
| cuitaixiang/LOAM_NOTED A Chinese-annotated version of the LOAM (LiDAR Odometry and Mapping) source code, accompanied by related papers. It serves as a detailed st… | 32 | 1088 | maintenance |
| doc-analysis/TableBank TableBank is a large image-based benchmark dataset for table detection and table structure recognition, containing 417K high-quality labele… | 32 | 1084 | maintenance |
| CSAILVision/GazeCapture GazeCapture is a large-scale eye tracking dataset with ~2.5M frames from over 1450 subjects, released alongside the iTracker CNN model and … | 32 | 1069 | maintenance |
| zhjohnchan/awesome-image-captioning A curated awesome-list of image captioning resources, including papers organized by year and venue, datasets, challenges, and popular code … | 32 | 1067 | maintenance |
| data-flair/machine-learning-projects A curated collection of 100+ machine learning project ideas with source code and linked tutorials from DataFlair, aimed at beginners, stude… | 27 | 1062 | maintenance |
| ibm-aur-nlp/PubLayNet PubLayNet is a large annotated dataset of over 360k document images from PubMed Central, with bounding boxes and polygonal segmentations fo… | 46 | 1060 | maintenance |
| WebDevSimplified/Face-Detection-JavaScript A JavaScript example project by Web Dev Simplified demonstrating real-time face detection in the browser using face-api.js and the webcam. … | 32 | 1033 | maintenance |
| unrealcv/synthetic-computer-vision A curated list of synthetic image datasets, 3D model repositories, and rendering tools for computer vision research. It tracks publications… | 32 | 1025 | maintenance |
| natowi/3D-Reconstruction-with-Deep-Learning-Methods A curated list of open-source GitHub projects for 3D reconstruction using deep learning, covering depth estimation, multi-view stereo, poin… | 32 | 1018 | maintenance |
| LingDong-/qiji-font Qiji-font is an open-source Ming Dynasty typeface extracted from 16th-century woodblock printed books using semi-automatic computer vision … | 23 | 1643 | experimental |
| KoKuToru/de-pixelate_gaV-O6NPWrI A Jupyter Notebook-based proof-of-concept that reconstructs pixelated (mosaic-censored) content from a YouTube video by combining informati… | 34 | 1506 | experimental |
| yanyan-li/SLAM-BOOK An open book draft (in Chinese) explaining geometric and deep learning methods used in SLAM systems, with accompanying code per chapter. It… | 32 | 1088 | experimental |
| kjw0612/awesome-deep-vision A curated awesome-list of deep learning resources for computer vision, including papers, courses, books, tutorials, and software. It covers… | 32 | 11185 | abandoned |
| vipstone/faceai An entry-level Python project demonstrating face, video, and text detection and recognition using OpenCV, Dlib, face_recognition, Keras/Ten… | 32 | 11076 | abandoned |
| udacity/self-driving-car Udacity's open-source self-driving car project, containing deep learning steering models, ROS nodes, and over 10 hours of annotated driving… | 10 | 6315 | abandoned |
| hzy46/Deep-Learning-21-Examples Companion code repository for the Chinese book '21 Projects to Master Deep Learning with TensorFlow', containing 21 hands-on example projec… | 32 | 4677 | abandoned |
| googlesamples/android-vision Deprecated sample code repository for Google's Mobile Vision API on Android, demonstrating face detection, barcode scanning, and text recog… | 10 | 2914 | abandoned |
| MasteringOpenCV/code Full source code for the Packt book 'Mastering OpenCV with Practical Computer Vision Projects' (2012), containing nine C++ computer vision … | 32 | 2804 | abandoned |
| 王者荣耀AI (Reinforcement Learning King of Glory AI) A PyTorch-based AI that plays the mobile game Honor of Kings (王者荣耀), built with a Resnet101 vision encoder plus a GPT/Transformer decoder, … | 32 | 1829 | abandoned |
| llSourcell/YOLO_Object_Detection Companion code for Siraj Raval's YouTube video on YOLO object detection, built on the darkflow TensorFlow implementation of real-time objec… | 32 | 1771 | abandoned |
| sjchoi86/dl_tutorials A collection of deep learning tutorial presentations and accompanying code (2nd edition), covering topics from Python and TensorFlow basics… | 32 | 1515 | abandoned |
| yeyun111/dlcv_for_beginners Companion code repository for the Chinese book 'Deep Learning and Computer Vision: A Practical Introduction', containing example code acros… | 32 | 1505 | abandoned |
| lightaime/cs231n Completed solutions for Stanford's CS231n (Convolutional Neural Networks for Visual Recognition) course assignments, written in Jupyter Not… | 32 | 1406 | abandoned |
| soeaver/caffe-model A model zoo of pre-trained Caffe models (caffemodel files) and deploy prototxt files for popular architectures such as ResNet, ResNeXt, Inc… | 32 | 1276 | abandoned |
| farzaa/DeepLeague DeepLeague is a computer vision and deep learning project that applies YOLO-based object detection to the League of Legends minimap, bundle… | 32 | 1210 | abandoned |
| googlearchive/android-Camera2Video An archived Android sample app demonstrating how to record video using the Camera2 API, written in Java. The repository has been migrated t… | 10 | 1199 | abandoned |
| tatsuyah/vehicle-detection A Jupyter Notebook project implementing vehicle detection with classical machine learning and computer vision techniques, built for Udacity… | 32 | 1146 | abandoned |
| GoogleCloudPlatform/cloud-vision A collection of sample code for the Google Cloud Vision API, organized by language and mobile platform, demonstrating features like landmar… | 10 | 1111 | abandoned |
| microsoft/AI-For-Beginners A 12-week, 24-lesson open curriculum from Microsoft teaching artificial intelligence fundamentals, including neural networks, computer visi… | 74 | 67163 | active |
| rohitg00/ai-engineering-from-scratch A free, MIT-licensed open-source curriculum of 511 lessons across 20 phases (~329 hours) that teaches AI engineering by building every core… | 81 | 49577 | active |
| google-research/google-research A large monorepo containing code and datasets released by Google Research alongside its publications, spanning machine learning, AI, and ma… | 77 | 38625 | active |
| ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code A curated awesome-list of 500+ AI, machine learning, deep learning, computer vision, and NLP projects with links to code and tutorials. It … | 48 | 36565 | active |
| Dive into Deep Learning (D2L.ai) Dive into Deep Learning (D2L.ai) is an open-source, interactive deep learning textbook with runnable code in Jupyter notebooks, available i… | 23 | 29453 | active |
| WZMIAOMIAO/deep-learning-for-image-processing A Chinese-language educational repository of deep learning tutorials for image processing, covering classification, object detection, and s… | 59 | 26359 | active |
| fastai/fastbook The fastai book, 'Deep Learning for Coders', published as a collection of Jupyter Notebooks covering deep learning with fastai and PyTorch.… | 23 | 25242 | stable |
| AccumulateMore/CV A comprehensive collection of Chinese-language Jupyter Notebook study notes covering deep learning, computer vision, NLP, and LLM agents, b… | 73 | 23416 | stable |
| anthropics/claude-quickstarts A collection of official Anthropic quickstart projects demonstrating how to build deployable applications with the Claude API, including cu… | 67 | 17525 | active |
| bharathgs/Awesome-pytorch-list A curated awesome-list of PyTorch-related resources on GitHub, covering libraries, model implementations, tutorials, books, and paper repro… | 62 | 16653 | active |
| kmario23/deep-learning-drizzle A curated collection of links to university lecture videos, slides, and course pages covering deep learning, machine learning, reinforcemen… | 67 | 12933 | stable |
| NielsRogge/Transformers-Tutorials A collection of Jupyter notebook tutorials demonstrating how to use the HuggingFace Transformers library with PyTorch. It covers fine-tunin… | 67 | 11748 | active |
| satellite-image-deep-learning/techniques A curated reference repository cataloguing deep learning techniques, models, and datasets for satellite and aerial imagery analysis. It org… | 66 | 10242 | active |
| pliang279/awesome-multimodal-ml A curated reading list of research papers, surveys, tutorials, and datasets on multimodal machine learning, maintained by Paul Liang at CMU… | 32 | 6926 | active |
| googlecreativelab/quickdraw-dataset The Quick, Draw! Dataset is a collection of 50 million timestamped vector drawings across 345 categories, contributed by players of Google'… | 10 | 6801 | stable |
| SkalskiP/courses A curated collection of links to free AI courses and learning resources, organized by topic, format, difficulty, and price. It covers areas… | 30 | 6479 | active |
| KalyanM45/AI-Project-Gallery A curated gallery of artificial intelligence projects spanning machine learning, deep learning, NLP, computer vision, and generative AI, ea… | 71 | 6404 | active |
| rasbt/machine-learning-book The official code repository for the book 'Machine Learning with PyTorch and Scikit-Learn' by Sebastian Raschka, Yuxi Liu, and Vahid Mirjal… | 62 | 5345 | stable |
| mbadry1/DeepLearning.ai-Summary A collection of personal notes and summaries for the five DeepLearning.ai specialization courses by Andrew Ng on Coursera. It serves as a f… | 72 | 5340 | stable |
| yanshengjia/ml-road A curated collection of machine learning and agentic AI resources, including courses, practice materials, and research references. It aggre… | 75 | 4920 | active |
| datawhalechina/competition-baseline A curated collection of baseline solutions and code for data science competitions including Kaggle, iFlytek AI challenges, and Tianchi cont… | 74 | 4757 | active |
| ShusenTang/Dive-into-DL-PyTorch A Chinese-language adaptation of the 'Dive into Deep Learning' (D2L) textbook that replaces the original MXNet code with PyTorch implementa… | 32 | 19466 | maintenance |
| bnsreenu/python_for_microscopists A collection of Jupyter notebooks supporting the DigitalSreeni YouTube tutorials, teaching Python from basics through advanced machine lear… | 67 | 4408 | active |
| ujjwalkarn/Machine-Learning-Tutorials A curated, topic-wise awesome list of machine learning and deep learning tutorials, articles, courses, and other learning resources. It cov… | 32 | 18140 | maintenance |
| TarrySingh/Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials A curated collection of IPython notebook tutorials covering deep learning, artificial intelligence, and machine learning with frameworks li… | 38 | 4002 | active |
| krzjoa/awesome-python-data-science A curated awesome-list cataloging Python data science software across machine learning, deep learning, NLP, visualization, and related area… | 67 | 3569 | active |
| girafe-ai/ml-course An open machine learning course (girafe-ai) with lecture videos, slides, seminars, and homework assignments in Jupyter Notebooks. It covers… | 59 | 3539 | active |
| virgili0/Virgilio Virgilio is an open-source e-learning initiative that provides curated guides and structured learning paths for Data Science, organized int… | 53 | 14966 | maintenance |
| jonyzhang2023/awesome-embodied-vla-va-vln A curated awesome-list of 700+ state-of-the-art research papers and resources in embodied AI, covering Vision-Language-Action (VLA) models,… | 64 | 3481 | active |
| AI-Edu (Microsoft AI Education Community) Microsoft AI Education Community (AI-Edu) is an open-source AI education resource from Microsoft Research Asia, offering foundational tutor… | 23 | 14094 | maintenance |
| tangyudi/Ai-Learn A curated AI learning roadmap by Tang Yudi collecting nearly 200 hands-on cases and projects covering Python, math, machine learning, data … | 32 | 13286 | maintenance |
| kzbkzb/Python-AI A collection of 100 runnable deep learning examples in Jupyter Notebooks covering image classification, object detection, and NLP text clas… | 52 | 3173 | active |
| SkyworkAI/Skywork-R1V Skywork-R1V is a series of open-source multimodal reasoning models (up to 38B parameters) that extend R1-style LLMs to visual inputs via a … | 63 | 3167 | active |
| luspr/awesome-ml-courses A curated list of free machine learning and AI courses with high-quality video lectures from top universities and researchers like Stanford… | 32 | 3109 | active |
| tkarim45/Beginner-Data-Science-Projects A curated collection of beginner-friendly data science projects organized as standalone Jupyter notebooks with real datasets and explanatio… | 68 | 3086 | active |
| facebookresearch/audio2photoreal A PyTorch codebase and dataset from Meta Research for generating photorealistic conversational avatars (face and body motion) driven from a… | 10 | 2850 | active |
| https-deeplearning-ai/tensorflow-1-public The public repository of assignments and ungraded labs for the DeepLearning.AI TensorFlow Developer Professional Certificate, organized cou… | 32 | 2611 | active |