resource: computer-vision
373 resources, primary matches first, then adoption-weighted; health v2 shown.
| Resource | Health v2 | Stars | Maturity |
|---|---|---|---|
| pytorch/examples A curated repository of short, high-quality PyTorch example projects covering vision, text, reinforcement learning, and distributed trainin… | 50 | 24015 | active |
| spmallick/learnopencv A large collection of C++ and Python example code accompanying the LearnOpenCV.com blog, covering computer vision, deep learning, and AI to… | 97 | 23091 | active |
| zalandoresearch/fashion-mnist Fashion-MNIST is a dataset of 70,000 28x28 grayscale Zalando article images across 10 classes, designed as a direct drop-in replacement for… | 32 | 12810 | stable |
| scutan90/DeepLearning-500-questions An open-source Chinese-language book, 'Deep Learning 500 Questions', covering probability, linear algebra, machine learning, deep learning,… | 32 | 57575 | maintenance |
| cs231n/cs231n.github.io The public course notes and assignments site for Stanford's CS231n: Convolutional Neural Networks for Visual Recognition. It provides writt… | 69 | 11008 | stable |
| timzhang642/3D-Machine-Learning A curated resource repository collecting courses, datasets, and research papers on 3D machine learning, an interdisciplinary field combinin… | 32 | 10193 | active |
| roboflow/notebooks A large collection of Jupyter notebook tutorials covering state-of-the-art computer vision models and techniques, from classic architecture… | 66 | 9627 | active |
| MITDeepLearning/introtodeeplearning The official lab materials and Jupyter notebooks for MIT 6.S191 Introduction to Deep Learning, runnable in Google Colab. It covers neural n… | 61 | 8761 | active |
| Ewenwan/MVision A curated Chinese-language learning resource and code collection covering robot vision, visual SLAM (ORB-SLAM2), deep learning object detec… | 32 | 8700 | active |
| 14 Lectures on Visual SLAM (slambook) Companion code repositories for the book '14 Lectures on Visual SLAM: From Theory to Practice', organized by chapter with C++ examples cove… | 32 | 6656 | stable |
| jason718/awesome-self-supervised-learning A curated awesome-list of self-supervised learning resources, including papers, surveys, talks, theses, and blogs across computer vision, N… | 63 | 6413 | active |
| mrdbourke/tensorflow-deep-learning A collection of Jupyter Notebook course materials for the Zero to Mastery Deep Learning with TensorFlow course by Daniel Bourke. It covers … | 32 | 5943 | active |
| android/camera-samples A single stand-alone Android app from Google that catalogs small, self-contained samples demonstrating the Camera2 and CameraX APIs using J… | 76 | 5453 | active |
| jbhuang0604/awesome-computer-vision A curated list of computer vision resources including books, courses, papers, software, datasets, pre-trained models, tutorials, and blogs.… | 32 | 23518 | maintenance |
| andrewekhalel/MLQuestions A curated collection of 67 machine learning interview questions with answers, covering ML fundamentals, deep learning, computer vision, NLP… | 77 | 4791 | active |
| TingsongYu/PyTorch-Tutorial-2nd A free open-source Chinese-language book and companion Jupyter Notebook codebase teaching PyTorch from basics through CV, NLP, and LLM appl… | 67 | 4584 | active |
| PINTO0309/PINTO_model_zoo A large collection of pre-trained deep learning models that have been inter-converted between frameworks such as TensorFlow, PyTorch, ONNX,… | 67 | 4577 | active |
| googlesamples/mlkit A collection of quickstart sample apps demonstrating Google's ML Kit APIs on Android and iOS. It covers vision features like barcode scanni… | 65 | 4287 | active |
| Charmve/Surface-Defect-Detection A curated collection of open-source datasets and key research papers for industrial surface defect detection, covering areas like PCB, meta… | 23 | 4101 | active |
| TommyZihao/Train_Custom_Dataset A free open-source Chinese tutorial collection (Jupyter Notebooks plus videos) teaching how to annotate your own datasets and train, evalua… | 60 | 4096 | active |
| emilwallner/Screenshot-to-code A deep learning project and tutorial that trains a neural network (based on pix2code) to convert design mockup screenshots into static HTML… | 32 | 16493 | maintenance |
| M-3LAB/awesome-industrial-anomaly-detection A curated awesome-list of papers, datasets, benchmarks, and SOTA methods for industrial image anomaly and defect detection. It accompanies … | 76 | 3747 | active |
| OpenDriveLab/End-to-end-Autonomous-Driving A curated collection of resources for end-to-end autonomous driving research, accompanying an IEEE T-PAMI survey paper. It aggregates talks… | 43 | 3681 | active |
| PaddlePaddle/awesome-DeepLearning An official PaddlePaddle one-stop deep learning learning hub containing courses, books, case studies, a knowledge wiki, and interview quest… | 32 | 3647 | active |
| uzh-rpg/event-based_vision_resources A community-maintained curated list of resources on event-based (neuromorphic) vision, including papers, workshops, datasets, code, manufac… | 76 | 3634 | active |
| maziarraissi/Applied-Deep-Learning A two-semester graduate-level Applied Deep Learning course by Maziar Raissi, provided as lecture notes (PDFs) and YouTube playlists coverin… | 32 | 3558 | stable |
| Unity-Technologies/arfoundation-samples Unity's official sample project for AR Foundation, containing minimal example scenes and code demonstrating multi-platform augmented realit… | 76 | 3433 | active |
| waymo-research/waymo-open-dataset The Waymo Open Dataset is a large-scale public collection of autonomous driving datasets (Perception, Motion, and End-to-End Driving) accom… | 50 | 3398 | active |
| xinghaochen/awesome-hand-pose-estimation A curated awesome-list of research papers, datasets, evaluation resources, workshops, and challenges for hand pose estimation and tracking.… | 72 | 3387 | active |
| minar09/awesome-virtual-try-on A curated awesome-list collecting research papers, code, datasets, workshops, and demos related to virtual try-on (VTON) technology. It cov… | 75 | 3157 | active |
| jingyi0000/VLM_survey A curated awesome-list repository accompanying the TPAMI 2024 survey 'Vision-Language Models for Vision Tasks', cataloging papers on VLMs f… | 51 | 3128 | active |
| chenyuntc/pytorch-book A collection of PyTorch tutorials and companion code for the Chinese book '深度学习框架PyTorch：入门与实战', usable as a standalone PyTorch learning gu… | 23 | 12846 | maintenance |
| amusi/awesome-lane-detection A curated awesome-list of research papers, code implementations, blogs, and datasets for lane detection in computer vision. It organizes pu… | 32 | 3062 | active |
| x4nth055/pythoncode-tutorials A large collection of Jupyter Notebook and Python code examples accompanying the tutorials from ThePythonCode.com website. It covers topics… | 74 | 3000 | active |
| zhulf0804/3D-PointCloud A curated list of research papers and datasets about 3D point clouds, covering tasks like registration, segmentation, classification, compl… | 32 | 2937 | active |
| subeeshvasu/Awesome-Deblurring A curated awesome-list of research papers, code, and datasets for image and video deblurring, covering both classical non-deep-learning met… | 45 | 2912 | active |
| amusi/ICCV2025-Papers-with-Code A curated collection of ICCV 2025 accepted papers (2699 papers, 24% acceptance rate) along with their associated open-source code repositor… | 46 | 2884 | active |
| Charmve/computer-vision-in-action L0CV (Computer Vision in Action) is a free Chinese-language eBook and interactive learning platform for computer vision and deep learning, … | 32 | 2856 | active |
| google-ai-edge/mediapipe-samples Official collection of sample code and tutorials for Google's MediaPipe on-device machine learning platform. It demonstrates how to build c… | 78 | 2809 | active |
| hoya012/deep_learning_object_detection A curated list of research papers on object detection using deep learning, spanning 2014 to 2020, with performance tables, dataset papers, … | 32 | 11385 | maintenance |
| ondyari/FaceForensics FaceForensics++ is a forensics benchmark dataset of 1000 original YouTube video sequences manipulated with four automated face manipulation… | 32 | 2764 | stable |
| mrgloom/awesome-semantic-segmentation A curated awesome-list of resources for semantic segmentation in deep learning, including papers, network architectures (U-Net, etc.), impl… | 32 | 10847 | maintenance |
| detectRecog/CCPD CCPD is a large-scale, well-annotated dataset of over 300k images for license plate detection and recognition, published at ECCV 2018. It i… | 32 | 2646 | stable |
| enpeizhao/CVprojects A collection of fun, hands-on computer vision and AI projects in Python, C++, and embedded systems, including robot arms, vision tachometer… | 49 | 2635 | active |
| switchablenorms/DeepFashion2 DeepFashion2 is a large-scale fashion dataset with 491K images covering 13 clothing categories, annotated with bounding boxes, dense landma… | 34 | 2625 | stable |
| gjy3035/Awesome-Crowd-Counting A curated awesome-list of resources for crowd counting research, including papers, datasets, leaderboards, challenges, and related code rep… | 61 | 2611 | active |
| lexfridman/mit-deep-learning A collection of Jupyter notebook tutorials, assignments, and competition materials for MIT Deep Learning courses taught by Lex Fridman. It … | 32 | 10453 | maintenance |
| gaoxiang12/slam_in_autonomous_driving Companion source code for the book 'SLAM in Autonomous Driving', implementing LiDAR SLAM, LiDAR-inertial odometry, and integrated navigatio… | 54 | 2569 | active |
| VisDrone/VisDrone-Dataset VisDrone is a large-scale benchmark dataset of drone-captured images and videos with over 2.6 million annotated bounding boxes for object d… | 32 | 2514 | stable |
| microsoft/computervision-recipes A Microsoft repository of Jupyter notebook examples, utility functions, and best-practice guidelines for building computer vision systems w… | 23 | 9879 | maintenance |
| onnx/models The ONNX Model Zoo is a curated collection of pre-trained, state-of-the-art machine learning models in the ONNX format, covering vision, NL… | 75 | 9773 | maintenance |
| amzn/computer-vision-basics-in-microsoft-excel A tutorial repository that teaches computer vision fundamentals using algorithms implemented purely with Microsoft Excel formulas, covering… | 32 | 2427 | stable |
| NirantK/awesome-project-ideas A curated awesome-list of 30+ practical deep learning and machine learning project ideas spanning NLP, computer vision, forecasting, recomm… | 32 | 9290 | maintenance |
| google-research-datasets/Objectron Objectron is a dataset of ~15K object-centric video clips with over 4M annotated images, including 3D bounding box annotations, camera pose… | 54 | 2349 | stable |
| mcordts/cityscapesScripts Official scripts and documentation for the Cityscapes Dataset, a large-scale collection of stereo street-scene videos from 50 cities with p… | 50 | 2346 | stable |
| ScanNet/ScanNet ScanNet is a large RGB-D video dataset with 2.5 million views across 1500+ indoor scans, annotated with 3D camera poses, surface reconstruc… | 55 | 2331 | stable |
| switchablenorms/CelebAMask-HQ CelebAMask-HQ is a large-scale face image dataset containing 30,000 high-resolution face images with manually annotated 512x512 segmentatio… | 32 | 2320 | stable |
| RedditSota/state-of-the-art-result-for-machine-learning-problems A curated repository tracking state-of-the-art (SoTA) results across machine learning problems, organized by learning paradigm (supervised,… | 32 | 8892 | maintenance |
| LMD0311/Awesome-World-Model A curated awesome-list collecting papers on World Models for Autonomous Driving and Robotics, maintained as a supplement to a published sur… | 70 | 2225 | active |
| eastmountyxz/ImageProcessing-Python A collection of Jupyter Notebook tutorials accompanying the author's CSDN blog series on Python image processing with OpenCV. It covers fun… | 32 | 2132 | active |
| 3D-Vision-World/awesome-NeRF-and-3DGS-SLAM A curated awesome-list of research papers, code, videos, and websites on NeRF and 3D Gaussian Splatting applied to SLAM and robotics. It or… | 76 | 2110 | active |
| CSAILVision/places365 Places365-CNNs is a collection of pretrained convolutional neural network models (AlexNet, GoogLeNet, VGG16, ResNet50/152) trained on the P… | 53 | 2082 | stable |
| microsoft/ailab A collection of Microsoft AI Lab demo projects showcasing custom vision, attnGAN, Cognitive Search, machine reading comprehension, bots, an… | 23 | 7853 | maintenance |
| apple/ml-hypersim Hypersim is a photorealistic synthetic dataset of 74,619 images across 461 indoor scenes with dense per-pixel semantic instance segmentatio… | 60 | 2043 | stable |
| X-zhangyang/Real-World-Masked-Face-Dataset A large-scale real-world dataset of masked and unmasked face images, collected and annotated by Wuhan University to support masked face det… | 32 | 2035 | stable |
| nagadomi/lbpcascade_animeface A pretrained LBP cascade classifier file (lbpcascade_animeface.xml) for OpenCV that detects anime and manga character faces in images. Dist… | 32 | 1982 | stable |
| weihaox/awesome-digital-human A curated awesome-list of research papers, code, datasets, and industry products on digital humans, covering 2D/3D/4D human modeling, avata… | 67 | 1977 | active |
| amusi/awesome-object-detection A curated awesome-list of papers, code repositories, and surveys on object detection in deep learning, covering models from R-CNN and YOLO … | 32 | 7505 | maintenance |
| Microsoft Building Footprints Open datasets of computer-generated building footprint polygons for the United States (and globally) derived by Microsoft using deep learni… | 76 | 1940 | active |
| HuangCongQing/pcl-learning A curated learning repository of C++ example code and notes for the Point Cloud Library (PCL), covering I/O, filtering, features, kd-trees,… | 30 | 1935 | active |
| Jack-bo1220/Awesome-Remote-Sensing-Foundation-Models A curated awesome-list cataloging papers, code, pre-trained weights, datasets, and benchmarks for Remote Sensing Foundation Models (RSFMs).… | 63 | 1928 | active |
| ZHOUYI1023/awesome-radar-perception A curated awesome-list of radar perception resources covering datasets, detection, tracking, sensor fusion, signal processing, and SLAM for… | 39 | 1879 | active |
| likedan/Awesome-CoreML-Models A curated awesome-list of machine learning models converted to Apple's Core ML format for iOS, macOS, tvOS, and watchOS. It aggregates down… | 44 | 7044 | maintenance |
| john-rocky/CoreML-Models A curated model zoo of PyTorch models converted to ready-to-use CoreML .mlpackage files for iOS and macOS, each with a conversion script an… | 93 | 1851 | active |
| zhihongz/awesome-low-light-image-enhancement A curated awesome-list of resources for low-light image enhancement, covering datasets, papers, open-source code, and evaluation metrics. I… | 69 | 1846 | active |
| Daisy-Zhang/Awesome-Deepfakes-Detection A curated awesome-list of datasets, tools, papers, and code for deepfake detection research. It organizes resources by method categories su… | 50 | 1817 | active |
| mint-lab/3dv_tutorial An introductory tutorial on 3D computer vision (geometric/multiple-view geometry) with lecture slides and short OpenCV-based example codes … | 60 | 1801 | active |
| TommyZihao/zihao_course A collection of open courses by Tongji Zihao (TommyZihao) covering computer vision, graph machine learning, explainable AI, and AI paper re… | 38 | 1794 | active |
| coderonion/awesome-yolo-object-detection A curated awesome-list of YOLO object detection projects, implementations, datasets, and deployment resources. It covers YOLO versions acro… | 43 | 1783 | active |
| willard-yuan/awesome-cbir-papers A curated awesome-list of classical and deep learning papers on content-based image retrieval (CBIR), covering local features, global featu… | 77 | 1758 | active |
| Kobaayyy/Awesome-CVPR2026-CVPR2025-CVPR2024-CVPR2021-CVPR2020-Low-Level-Vision A curated awesome-list collecting CVPR papers and code for low-level vision tasks such as super-resolution, deraining, dehazing, deblurring… | 72 | 1734 | active |
| dragen1860/TensorFlow-2.x-Tutorials A collection of TensorFlow 2.x tutorials and example code in Jupyter Notebooks, covering CNNs, RNNs, GANs, auto-encoders, Faster RCNN, GPT,… | 32 | 6340 | maintenance |
| Hedlen/awesome-segment-anything A curated awesome-list tracking papers, projects, and resources related to Meta's Segment Anything (SAM) model family. It organizes researc… | 65 | 1697 | active |
| jiachenli94/Awesome-Interaction-Aware-Trajectory-Prediction A curated awesome-list of state-of-the-art research materials on interaction-aware behavior and trajectory prediction, including datasets, … | 77 | 1690 | active |
| EdjeElectronics/TensorFlow-Lite-Object-Detection-on-Android-and-Raspberry-Pi A tutorial repository with Jupyter notebooks teaching how to train, convert, and deploy custom TensorFlow Lite object detection models on e… | 35 | 1592 | active |
| ByteDance-Seed/Seed1.5-VL Seed1.5-VL is ByteDance's vision-language foundation model (532M vision encoder + 20B active-parameter MoE LLM) for general-purpose multimo… | 31 | 1586 | active |
| MarkMoHR/Awesome-Edge-Detection-Papers A curated awesome-list of edge, contour, and boundary detection papers with links to source code, datasets, and a toolbox. It covers both d… | 32 | 1569 | active |
| zubair-irshad/Awesome-Implicit-NeRF-Robotics A curated awesome-list of papers, code, and resources on implicit neural representations (NeRFs) and neural fields as applied to robotics a… | 37 | 1566 | active |
| patchy631/machine-learning A collection of Jupyter Notebook tutorials covering machine learning topics from Python basics to LLMs and MLOps, accompanying the author's… | 32 | 1548 | active |
| Awesome-Image-Registration-Organization/awesome-image-registration A curated awesome-list of image registration resources including books, papers organized by decade, videos, datasets, competitions, and sof… | 80 | 1544 | active |
| zhaochen0110/Awesome_Think_With_Images A curated awesome-list repository accompanying a survey paper on 'Thinking with Images' for large vision-language models (LVLMs). It organi… | 51 | 1503 | active |
| luanshiyinyang/awesome-multiple-object-tracking A curated awesome-list of resources for Multiple Object Tracking (MOT), including review and algorithm papers, datasets, metrics, benchmark… | 52 | 1483 | active |
| DataXujing/YOLOv8 A Chinese-language tutorial repository for training custom datasets with YOLOv8 (ultralytics 8.0.0) and deploying it end-to-end with NVIDIA… | 31 | 1480 | active |
| brendenlake/omniglot The Omniglot dataset for one-shot learning, containing 1,623 handwritten characters from 50 alphabets, each drawn by 20 people with paired … | 32 | 1421 | stable |
| OpenDriveLab/Birds-eye-view-Perception An awesome-list and survey companion for bird's-eye-view (BEV) perception in autonomous driving, paired with an open-source PyTorch BEV too… | 37 | 1381 | active |
| Computer-Vision-in-the-Wild/CVinW_Readings An awesome-style curated collection of research papers on Computer Vision in the Wild (CVinW), covering task-level transfer with pre-traine… | 32 | 1373 | active |
| bismex/Awesome-person-re-identification A curated awesome-list of research papers on person re-identification (ReID), organized by conference and year, with links to arXiv or open… | 32 | 1361 | active |
| google-gemini/starter-applets A collection of small starter apps from Google AI Studio demonstrating how to build interactive experiences with the Gemini API. Each apple… | 10 | 1356 | active |
| allenai/objaverse-xl Objaverse-XL is an open dataset of over 10 million annotated 3D objects, along with Python API scripts for downloading, processing, and Ble… | 18 | 1351 | stable |
| facebookresearch/uco3d uCO3D (UnCommon Objects in 3D) is a large-scale dataset from Meta AI containing ~170,000 turn-table videos of objects from ~1000 LVIS categ… | 45 | 1343 | stable |
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