function: computer-vision
1555 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| GoGoDuck912/Self-Correction-Human-Parsing A deep learning toolkit for human parsing (semantic segmentation of clothing and body parts in images), with pretrained models on LIP, ATR,… | 32 | 1251 | maintenance |
| daijifeng001/R-FCN MATLAB implementation of R-FCN, a region-based fully convolutional object detection framework described in a NIPS 2016 paper. It builds on … | 32 | 1248 | maintenance |
| utiasSTARS/pykitti pykitti is a minimal Python library for loading and working with the KITTI autonomous driving dataset, supporting raw and odometry benchmar… | 32 | 1244 | maintenance |
| otaha178/Emotion-recognition A Python application that performs real-time facial emotion recognition from a webcam feed using a convolutional neural network. It display… | 32 | 1236 | maintenance |
| ju1ce/April-Tag-VR-FullBody-Tracker A free open-source application that provides full-body tracking in VR using printed AprilTag fiducial markers tracked by a phone or PS Eye … | 23 | 1229 | maintenance |
| huoyijie/AdvancedEAST AdvancedEAST is a deep learning algorithm for detecting text in scene images, built on the EAST architecture with improvements for more acc… | 32 | 1227 | maintenance |
| lukasvst/dm-vio DM-VIO is a C++ implementation of Delayed Marginalization Visual-Inertial Odometry, a direct sparse visual-inertial odometry method publish… | 32 | 1224 | maintenance |
| GeekAlexis/FastMOT FastMOT is a high-performance multiple object tracking system combining YOLO/SSD detection, Deep SORT with OSNet ReID, and KLT optical flow… | 23 | 1220 | maintenance |
| xingyizhou/CenterNet2 CenterNet2 is a research implementation of probabilistic two-stage object detection built on detectron2, where a class-agnostic one-stage C… | 32 | 1219 | maintenance |
| ucbdrive/few-shot-object-detection FsDet is the official implementation of the ICML 2020 paper 'Frustratingly Simple Few-Shot Object Detection' (TFA), built on detectron2. It… | 23 | 1218 | maintenance |
| NVlabs/VoxFormer Official PyTorch implementation of VoxFormer, a CVPR 2023 highlight paper presenting a sparse voxel transformer for camera-based 3D semanti… | 31 | 1208 | maintenance |
| YuliangXiu/ECON ECON is a research tool that reconstructs high-fidelity 3D clothed human avatars from a single color image by combining implicit and explic… | 32 | 1206 | maintenance |
| enazoe/yolo-tensorrt A C++ wrapper around NVIDIA TensorRT for running YOLO object detection models (YOLOv3, YOLOv4, YOLOv5) with support for FP32, FP16, and INT… | 57 | 1202 | maintenance |
| ethan-li-coding/SemiGlobalMatching A complete, well-commented C++ implementation of the classic Semi-Global Matching (SGM) stereo matching algorithm for computing disparity a… | 32 | 1197 | maintenance |
| KaihuaTang/Scene-Graph-Benchmark.pytorch A PyTorch codebase for Scene Graph Generation (SGG) built on maskrcnn-benchmark, implementing methods from the CVPR 2020 paper 'Unbiased Sc… | 59 | 1195 | maintenance |
| philipperemy/yolo-9000 A packaging of YOLO9000 (YOLOv2), a real-time object detection model that can detect over 9,000 object classes, built around the Darknet fr… | 32 | 1194 | maintenance |
| Kagami/go-face A Go library that provides face recognition by wrapping dlib's machine learning models, including face detection, landmark prediction, and … | 32 | 1192 | maintenance |
| TheThreeDog/Auto-Lianliankan A Python-based game cheat (bot) for the Lianliankan (matching tile) puzzle game that uses OpenCV image recognition to read the game board f… | 32 | 1189 | maintenance |
| elliottwu/unsup3d Official PyTorch implementation of the CVPR 2020 (Oral, Best Paper Award) research paper 'Unsupervised Learning of Probably Symmetric Defor… | 32 | 1189 | maintenance |
| peng-zhihui/A-Eye A super-mini AI camera development board based on the Kendryte K210 chip, with fully open-source hardware (PCB and enclosure designs) and f… | 32 | 1189 | maintenance |
| lightaime/deep_gcns_torch A PyTorch library implementing DeepGCNs, DeeperGCN, and GNN1000 - graph convolutional network architectures that borrow residual/dense conn… | 32 | 1187 | maintenance |
| whai362/PSENet Official PyTorch implementation of PSENet, a progressive scale expansion network for robust scene text detection. It includes training, tes… | 23 | 1186 | maintenance |
| zju3dv/snake Official research code for 'Deep Snake for Real-Time Instance Segmentation' (CVPR 2020 oral), implementing a deep contour-based instance se… | 32 | 1185 | maintenance |
| APRIL-ZJU/lidar_IMU_calib LI-Calib is a C++/ROS toolkit that calibrates the 6DoF rigid transformation and time offset between a 3D LiDAR and an IMU using continuous-… | 32 | 1179 | maintenance |
| RedApparat/FaceDetector An Android library that detects human faces in real time on camera preview streams, with a C++ core and simple integration via a frame proc… | 23 | 1179 | maintenance |
| WebSpiderUtils/verification_code A research repository documenting approaches and code for solving mainstream CAPTCHA systems such as Geetest, NetEase Yidun, and Aliyun CAP… | 32 | 1165 | maintenance |
| facebookresearch/meshrcnn Mesh R-CNN is Facebook AI Research's official implementation of the ICCV 2019 paper, a model that detects objects in images and predicts th… | 60 | 1161 | maintenance |
| chentao0707/QrCodeScan An Android QR code scanning client that combines ZXing's camera control with the faster ZBar C decoding library, including a fix for Chines… | 32 | 1157 | maintenance |
| kuixu/kitti_object_vis A Python toolkit for transforming and visualizing the KITTI Object Detection dataset, including volumetric LiDAR point clouds, birdview pro… | 32 | 1157 | maintenance |
| Sharpiless/Yolov5-Deepsort A Python project combining YOLOv5 object detection with DeepSort multi-object tracking, packaged as a Detector class for vehicle and pedest… | 32 | 1154 | maintenance |
| Xharlie/pointnerf Point-NeRF is a research implementation of a point-based neural radiance field method (CVPR 2022 Oral) that models scenes with neural 3D po… | 32 | 1154 | maintenance |
| pkhungurn/talking-head-anime-2-demo Demo programs for the Talking Head Anime from a Single Image 2 project, which animates an anime character from a single image. It includes … | 32 | 1153 | maintenance |
| PengyiZhang/SlimYOLOv3 SlimYOLOv3 is a research implementation of channel-pruned YOLOv3 object detectors optimized for real-time inference on UAVs and embedded de… | 32 | 1152 | maintenance |
| andrewkirillov/AForge.NET AForge.NET is an open-source C# framework for computer vision and artificial intelligence, comprising libraries such as AForge.Imaging, AFo… | 32 | 1151 | maintenance |
| JodusNodus/react-qr-reader A React component that scans and decodes QR codes using the device webcam via WebRTC. It provides a simple QrReader component with hooks-ba… | 23 | 1151 | maintenance |
| bubbliiiing/yolov5-pytorch A PyTorch implementation of the YOLOv5 (v5.0) object detection model with full training, prediction, and evaluation pipelines. It is design… | 23 | 1149 | maintenance |
| joe-siyuan-qiao/DetectoRS Official PyTorch implementation of DetectoRS, a state-of-the-art object detection and instance segmentation model using Recursive Feature P… | 32 | 1147 | maintenance |
| peiyunh/tiny A MATLAB implementation of the Tiny Face Detector (CVPR 2017), a deep-learning face detector specialized in finding very small faces using … | 32 | 1143 | maintenance |
| HRNet/HRNet-Facial-Landmark-Detection Official PyTorch implementation of HRNet-based facial landmark detection from the TPAMI paper 'Deep High-Resolution Representation Learning… | 32 | 1138 | maintenance |
| karfly/learnable-triangulation-pytorch Official PyTorch implementation of the ICCV 2019 paper 'Learnable Triangulation of Human Pose', providing algebraic and volumetric learnabl… | 23 | 1135 | maintenance |
| CASIA-LMC-Lab/AnomalyGPT AnomalyGPT is the first Large Vision-Language Model based method for industrial anomaly detection, identifying the presence and location of… | 28 | 1133 | maintenance |
| Timthony/self_drive A self-driving RC car project based on Raspberry Pi and TensorFlow/Keras. It collects camera images while a human drives the car on a taped… | 32 | 1132 | maintenance |
| maudzung/SFA3D A PyTorch implementation of SFA3D, a fast and accurate anchor-free 3D object detection model for LiDAR point clouds, trained and evaluated … | 32 | 1128 | maintenance |
| laurentkneip/opengv OpenGV is a C++ library of computer vision methods for solving geometric vision problems such as absolute-pose, relative-pose, triangulatio… | 32 | 1126 | maintenance |
| bearpaw/pytorch-pose A PyTorch toolkit implementing a general pipeline for 2D single-human pose estimation, with training, inference, and evaluation interfaces … | 32 | 1121 | maintenance |
| irolaina/FCRN-DepthPrediction Reference implementation and pretrained models for FCRN (Deeper Depth Prediction with Fully Convolutional Residual Networks), predicting de… | 32 | 1118 | maintenance |
| JiawangBian/GMS-Feature-Matcher GMS (Grid-based Motion Statistics) is a fast, robust feature correspondence algorithm for filtering feature matches between images, publish… | 32 | 1114 | maintenance |
| LeonLok/Multi-Camera-Live-Object-Tracking A Python application that performs live multi-camera object detection, tracking, and counting using YOLO v4 and Deep SORT, with a Flask web… | 32 | 1110 | maintenance |
| fudan-zvg/SETR SETR (SEgmentation TRansformers) is the official PyTorch implementation of the CVPR 2021 / IJCV 2024 paper 'Rethinking Semantic Segmentatio… | 32 | 1108 | maintenance |
| biubug6/Face-Detector-1MB-with-landmark A PyTorch-based ultra-lightweight face detection library (~1MB models) with 5-point facial landmark detection, offering slim, RFB, and Reti… | 32 | 1107 | maintenance |
| aim-uofa/AdelaiDepth AdelaiDepth is an open-source toolbox for monocular depth prediction and 3D scene reconstruction from single images, containing research pr… | 32 | 1106 | maintenance |
| vietnh1009/QuickDraw A Python implementation of Google's Quick, Draw! game that recognizes hand-drawn sketches using a CNN trained on the Quick Draw dataset. It… | 32 | 1105 | maintenance |
| msracver/Relation-Networks-for-Object-Detection Official MXNet implementation of the CVPR 2018 paper 'Relation Networks for Object Detection', which adds an attention-based relation modul… | 32 | 1104 | maintenance |
| Flode-Labs/vid2densepose A Python tool that applies the DensePose model to videos, producing color-coded part-index visualizations for each frame. Its output is des… | 26 | 1102 | maintenance |
| hhaAndroid/mmdetection-mini A minimal, heavily annotated reimplementation of the mmdetection object detection framework, built from scratch for learning purposes. It m… | 32 | 1100 | maintenance |
| kazuto1011/deeplab-pytorch An unofficial PyTorch re-implementation of DeepLab v2 with a ResNet-101 backbone for semantic segmentation, supporting COCO-Stuff and PASCA… | 23 | 1100 | maintenance |
| jeeliz/jeelizWeboji A JavaScript/WebGL library for real-time face tracking and facial expression detection in the browser, using a neural network to detect 11 … | 32 | 1097 | maintenance |
| ethz-asl/segmap SegMap is a C++ library and ROS package providing a segment-based 3D map representation for robot localization, environment reconstruction,… | 32 | 1096 | maintenance |
| nmoehrle/mvs-texturing A C++ command-line application that textures 3D meshes reconstructed from multi-view stereo (MVS) images, based on the ECCV 2014 paper 'Let… | 64 | 1094 | maintenance |
| dyh/unbox_yolov5_deepsort_counting A Python application that combines YOLOv5 object detection with DeepSORT multi-object tracking to detect, track, and count pedestrians and … | 32 | 1091 | maintenance |
| jhansireddy/AndroidScannerDemo ScanLibrary is an Android document scanning library built on top of OpenCV that lets users select document edges, crop the document, and ap… | 32 | 1089 | maintenance |
| sfzhang15/ATSS Official PyTorch implementation of ATSS (Adaptive Training Sample Selection), a CVPR 2020 Oral paper on object detection. It automatically … | 32 | 1086 | maintenance |
| GOATmessi8/ASFF A PyTorch implementation of YOLOv3 with the Adaptively Spatial Feature Fusion (ASFF) module and optional MobileNetV2 backbone for single-sh… | 32 | 1085 | maintenance |
| Rock-100/FaceKit FaceKit is a C++ toolkit implementing Progressive Calibration Networks (PCN) for real-time rotation-invariant face detection and tracking, … | 32 | 1083 | maintenance |
| Redth/ZXing.Net.Mobile A C#/.NET barcode scanning library based on ZXing, providing camera-based barcode and QR code scanning for Xamarin.iOS, Xamarin.Android, UW… | 23 | 1083 | maintenance |
| rykov8/ssd_keras A Keras port of the SSD (Single Shot MultiBox Detector) object detection model, including pretrained weights ported from the original Caffe… | 10 | 1083 | maintenance |
| weiyithu/SurroundOcc SurroundOcc is the official PyTorch implementation of an ICCV 2023 paper predicting dense 3D volumetric occupancy from multi-camera images … | 43 | 1081 | maintenance |
| comet-ml/kangas Kangas is a Python library and tool for exploring, analyzing, and visualizing large-scale multimedia datasets via its DataGrid format. It o… | 23 | 1077 | maintenance |
| cardwing/Codes-for-Lane-Detection Reference implementations of lightweight lane detection CNNs, including the ENet-SAD model from the ICCV 2019 paper 'Learning Lightweight L… | 32 | 1075 | maintenance |
| JosephKJ/OWOD OWOD is the official PyTorch implementation of ORE (Open World Object Detector), a CVPR 2021 Oral paper introducing the Open World Object D… | 32 | 1074 | maintenance |
| ayoolaolafenwa/PixelLib PixelLib is a Python library for performing semantic and instance segmentation of objects in images and videos with just a few lines of cod… | 23 | 1072 | maintenance |
| microsoft/VideoX VideoX is a collection of Microsoft's video cross-modal understanding models, including X-CLIP for video-language recognition, 2D-TAN and M… | 32 | 1071 | maintenance |
| Jcparkyn/dpoint D-POINT is an open-source digital stylus that achieves 6DoF input using camera-based ArUco marker tracking fused with inertial measurements… | 29 | 1071 | maintenance |
| huihut/OpenCV-MinGW-Build A repository of prebuilt OpenCV binaries (32-bit and 64-bit) compiled with MinGW on Windows, covering versions from 3.3.1 through 4.5.5 inc… | 23 | 1071 | maintenance |
| megvii-research/PETR Official PyTorch implementation of PETR and PETRv2, transformer-based frameworks for multi-view 3D object detection and BEV segmentation fr… | 32 | 1065 | maintenance |
| NVIDIA-AI-IOT/trt_pose trt_pose is a Python library from NVIDIA for real-time human pose estimation accelerated with TensorRT, targeting NVIDIA Jetson and other N… | 23 | 1065 | maintenance |
| ternaus/TernausNet TernausNet is a PyTorch implementation of the U-Net architecture with a VGG11 encoder pre-trained on ImageNet for image segmentation. It wa… | 32 | 1063 | maintenance |
| code-kotis/qr-code-scanner A progressive web application that scans and decodes QR codes and barcodes directly from the browser using the device camera or uploaded im… | 10 | 1063 | maintenance |
| Julioacarrettoni/UIImageView_FaceAwareFill An Objective-C category on UIImageView that applies Aspect Fill content mode while detecting faces via Core Image and centering the crop on… | 35 | 1062 | maintenance |
| open-mmlab/mmflow MMFlow is an open-source optical flow toolbox and benchmark built on PyTorch as part of the OpenMMLab project. It provides a unified, modul… | 23 | 1062 | maintenance |
| zhaoweicai/cascade-rcnn A C++/Caffe implementation of Cascade R-CNN and other popular two-stage object detection frameworks such as Faster R-CNN, R-FCN, and FPN. I… | 32 | 1061 | maintenance |
| simonfuhrmann/mve MVE (The Multi-View Environment) is a C++ library and toolset implementing a complete end-to-end pipeline for image-based 3D geometry recon… | 70 | 1059 | maintenance |
| zdzhaoyong/GSLAM GSLAM is a general Simultaneous Localization and Mapping (SLAM) framework and benchmark written in C++. It provides a unified plugin-based … | 23 | 1058 | maintenance |
| SeetaFace SeetaFace is an open-source, full-stack face recognition toolkit written in standard C++ with no third-party dependencies. It provides face… | 32 | 1056 | maintenance |
| keras-team/keras-cv KerasCV is a library of modular computer vision components built on Keras 3 that work natively with TensorFlow, JAX, or PyTorch. It provide… | 10 | 1055 | maintenance |
| ashkamath/mdetr MDETR (Modulated Detection) is a PyTorch research codebase for end-to-end multi-modal object detection that grounds free-form text queries … | 32 | 1052 | maintenance |
| microsoft/Cognitive-Samples-IntelligentKiosk A UWP sample application from Microsoft showcasing hands-free kiosk-style demos built on Azure Cognitive Services (Face, Computer Vision, T… | 10 | 1052 | maintenance |
| HViktorTsoi/FAST_LIO_LOCALIZATION A ROS-based localization framework that re-localizes a robot in a pre-built 3D point cloud map by fusing FAST-LIO lidar odometry with low-f… | 32 | 1048 | maintenance |
| damo-cv/TransReID Official PyTorch implementation of TransReID, an ICCV 2021 paper applying vision transformers to object re-identification. It provides trai… | 32 | 1048 | maintenance |
| pkhungurn/talking-head-anime-3-demo Demo programs for the Talking Head(?) Anime 3 project, which animates an anime character from a single image using machine learning. It inc… | 32 | 1044 | maintenance |
| YuwenXiong/py-R-FCN A Python implementation of R-FCN (Region-based Fully Convolutional Networks) for object detection, modified from the official MATLAB code a… | 32 | 1043 | maintenance |
| jayrambhia/Install-OpenCV A collection of shell scripts that automate installing various versions of OpenCV on different Linux distributions such as Ubuntu, RedHat, … | 32 | 1042 | maintenance |
| haltakov/natural-language-image-search A demo application that searches Unsplash photos using natural language descriptions, powered by OpenAI's CLIP model over the ~2M photo Uns… | 23 | 1042 | maintenance |
| asingh33/CNNGestureRecognizer A desktop application that recognizes hand gestures from webcam video using a convolutional neural network built with Keras, TensorFlow/The… | 60 | 1041 | maintenance |
| SysCV/sam-pt SAM-PT extends the Segment Anything Model to zero-shot video segmentation by combining SAM with sparse point-based tracking (PIPS, CoTracke… | 29 | 1041 | maintenance |
| juliuscanute/qr_code_scanner A Flutter plugin that embeds a native QR code and barcode scanner view on iOS and Android, returning scanned text and barcode format to Dar… | 23 | 1040 | maintenance |
| CalciferZh/minimal-hand A Python library for real-time 3D hand motion capture from a single RGB camera, running at over 100fps. It combines a deep network (DetNet)… | 23 | 1037 | maintenance |
| google-research/deeplab2 DeepLab2 is a TensorFlow library from Google Research providing a unified, state-of-the-art codebase for dense pixel labeling tasks such as… | 10 | 1037 | maintenance |
| ClementPinard/SfmLearner-Pytorch A PyTorch reimplementation of SfMLearner (Zhou et al., CVPR 2017), which jointly learns monocular depth estimation and camera ego-motion fr… | 67 | 1031 | maintenance |
| xingyizhou/ExtremeNet Official PyTorch implementation of ExtremeNet, a CVPR 2019 bottom-up object detection method that detects four extreme points and one cente… | 32 | 1031 | maintenance |