function: computer-vision
1555 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| hyye/lio-mapping A C++/ROS implementation of tightly coupled 3D lidar-inertial odometry and mapping (LIO-mapping), published at ICRA 2019. It jointly optimi… | 32 | 1028 | maintenance |
| edvardHua/PoseEstimationForMobile A TensorFlow-based library implementing CPM and Hourglass models with MobileNetV2 inverted residual modules for real-time single-person hum… | 32 | 1024 | maintenance |
| lmb-freiburg/flownet2 A Caffe fork implementing FlowNet 2.0, a deep CNN for optical flow estimation from image pairs, released with the CVPR 2017 paper. It inclu… | 32 | 1024 | maintenance |
| dwofk/fast-depth FastDepth is the official PyTorch implementation of the ICRA 2019 paper 'FastDepth: Fast Monocular Depth Estimation on Embedded Systems' fr… | 32 | 1023 | maintenance |
| neeru1207/AI_Sudoku A Python desktop application with a Tkinter GUI that extracts a Sudoku puzzle from a photo using OpenCV image processing and solves it. Dig… | 32 | 1020 | maintenance |
| rmislam/PythonSIFT A pure Python/NumPy implementation of SIFT (Scale-Invariant Feature Transform) that returns OpenCV KeyPoint objects and descriptors, making… | 48 | 1019 | maintenance |
| koide3/hdl_localization A ROS package for real-time 3D localization using 3D LIDARs such as Velodyne HDL32e and VLP16. It performs UKF-based pose estimation with I… | 32 | 1019 | maintenance |
| wywu/LAB Official C++/Caffe implementation of the CVPR 2018 paper 'Look at Boundary: A Boundary-Aware Face Alignment Algorithm', which localizes fac… | 32 | 1019 | maintenance |
| RyanZotti/Self-Driving-Car A hobby project that turns a toy Ferrari into a self-driving car using a Raspberry Pi, a PS3 controller for data collection, and a locally-… | 32 | 1017 | maintenance |
| PRBonn/semantic_suma SuMa++ is a C++ implementation of efficient LiDAR-based semantic SLAM that builds 3D semantic maps from laser range scans, combining the Su… | 32 | 1015 | maintenance |
| trishume/eyeLike eyeLike is an OpenCV-based C++ implementation of Fabian Timm's gradient-based eye center localization algorithm for webcam pupil tracking. … | 32 | 1015 | maintenance |
| FaceTracker ofxFaceTracker is an openFrameworks addon for real-time non-rigid face tracking, based on Jason Saragih's FaceTracker C++ library and OpenC… | 10 | 1014 | maintenance |
| wpeebles/gangealing Official PyTorch implementation of GANgealing, a CVPR 2022 method that trains a Spatial Transformer to densely align images using GAN-gener… | 32 | 1012 | maintenance |
| zju3dv/OnePose OnePose is the official PyTorch implementation of the CVPR 2022 paper 'One-Shot Object Pose Estimation without CAD Models'. It estimates th… | 32 | 1010 | maintenance |
| PeterWang512/CNNDetection A PyTorch research codebase with pretrained models for detecting CNN-generated (GAN/synthetic) images, from the CVPR 2020 paper 'CNN-genera… | 32 | 1005 | maintenance |
| mileyan/pseudo_lidar Research code implementing Pseudo-LiDAR, a CVPR 2019 method that converts image-based depth maps into pseudo-LiDAR point clouds for 3D obje… | 32 | 1005 | maintenance |
| bubbliiiing/yolov8-pytorch A PyTorch implementation of the YOLOv8 object detection model with training, prediction, and evaluation scripts. It supports training on cu… | 21 | 1005 | maintenance |
| alex04072000/ObstructionRemoval The official TensorFlow implementation of the CVPR 2020 paper 'Learning to See Through Obstructions', which removes obstructions like windo… | 32 | 1004 | maintenance |
| shaoshengsong/DeepSORT A C++ implementation of multi-object tracking (MOT) combining YOLOv5 object detection with DeepSORT and ByteTrack trackers. It uses ONNX Ru… | 32 | 1003 | maintenance |
| 1bananachicken/MaaNTE MaaNTE is an open-source automatic assistant for the game Neverness to Everness (NTE), built on MaaFramework. It recognizes the game screen… | 81 | 2730 | experimental |
| PiLiDAR/PiLiDAR PiLiDAR is a DIY 360° 3D panorama scanner built on Raspberry Pi that combines a low-cost LDRobot LiDAR (LD06/LD19/STL27L) with a Pi HQ came… | 59 | 1954 | experimental |
| everythingishacked/Semaphore Semaphore is a Python application that turns your full body into a keyboard using flag semaphore gestures. It uses OpenCV and MediaPipe pos… | 30 | 1939 | experimental |
| matthewearl/deep-anpr An experimental Python project that uses neural networks (TensorFlow) to build an automatic number plate recognition (ANPR) system. It incl… | 32 | 1856 | experimental |
| Anything-of-anything/Anything-3D Anything-3D is a Python research project that combines Meta's Segment Anything model with a series of 3D models (3DFuse, Zero 1-to-3, NeRF,… | 30 | 1633 | experimental |
| Ildaron/Laser_control An open-source hardware and software project that uses a camera, deep learning object detection (Darknet/YOLO via OpenCV), and galvanometer… | 66 | 1601 | experimental |
| OpnTec/mvisc MVISC (Mobile Visual Classification) is an application that identifies and classifies individual animals from photos using computer vision,… | 32 | 1384 | experimental |
| farzaa/gemini-bball A demo project from a viral tweet that uses Google's Gemini API to analyze basketball video frames, with an OpenCV-based visualizer. The co… | 31 | 1166 | experimental |
| geohot/twitchslam A toy monocular SLAM (Simultaneous Localization and Mapping) implementation written in Python during livestreams. It extracts features from… | 32 | 1003 | experimental |
| facebookresearch/Detectron Facebook AI Research's Python software system implementing state-of-the-art object detection algorithms such as Mask R-CNN, RetinaNet, and … | 10 | 26358 | abandoned |
| HumanSignal/labelImg LabelImg is a graphical image annotation tool written in Python with a Qt interface for drawing bounding boxes on images. It saves annotati… | 10 | 25060 | abandoned |
| microsoft/AirSim AirSim is an open-source simulator for drones and cars built on Unreal Engine (with an experimental Unity plugin), developed by Microsoft R… | 63 | 18424 | abandoned |
| wangshub/wechat_jump_game A Python script that plays the WeChat mini-game 'Jump Jump' (跳一跳) automatically by capturing Android screenshots via ADB, using image recog… | 23 | 13838 | abandoned |
| facebookresearch/AnimatedDrawings A Python tool from Meta AI that automatically animates children's drawings of human figures, implementing the algorithm from the paper 'A M… | 10 | 12827 | abandoned |
| react-native-camera/react-native-camera A camera component library for React Native providing photo/video capture, barcode scanning, and face detection. It is now deprecated in fa… | 10 | 9628 | abandoned |
| eduardolundgren/tracking.js tracking.js is a lightweight (~7 KB core) JavaScript library that brings computer vision algorithms like color tracking, object tracking, a… | 66 | 9465 | abandoned |
| facebookresearch/maskrcnn-benchmark A fast, modular PyTorch reference implementation of instance segmentation and object detection algorithms including Mask R-CNN, Faster R-CN… | 10 | 9360 | abandoned |
| rbgirshick/py-faster-rcnn A Python reimplementation of the Faster R-CNN object detection model built on a fork of Fast R-CNN and Caffe. The repository is officially … | 32 | 8289 | abandoned |
| jwyang/faster-rcnn.pytorch A pure PyTorch implementation of Faster R-CNN for object detection, supporting multi-image batch training and multi-GPU training with sever… | 32 | 7858 | abandoned |
| HannahMitt/HomeMirror An Android application that turns an Android tablet mounted behind a two-way mirror into a smart mirror displaying time, weather, calendar … | 32 | 7813 | abandoned |
| facebookresearch/DensePose DensePose is a research library from Facebook AI that maps all human pixels in 2D RGB images to a 3D surface-based model of the human body … | 10 | 7259 | abandoned |
| Hironsan/BossSensor A desktop application that uses a webcam and a trained CNN classifier to detect when a specific person (your boss) approaches, automaticall… | 32 | 6288 | abandoned |
| yahoo/open_nsfw A Python library from Yahoo that runs a Caffe deep neural network to classify images as Not Suitable for Work (NSFW), outputting a probabil… | 10 | 6012 | abandoned |
| oarriaga/face_classification A Python project providing real-time face detection with emotion and gender classification using a Keras CNN trained on fer2013 and IMDB da… | 32 | 5735 | abandoned |
| dm77/barcodescanner Android library projects providing easy-to-use, extensible barcode scanner views based on ZXing and ZBar. It wraps camera preview and decod… | 10 | 5430 | abandoned |
| landing-ai/vision-agent VisionAgent is a Python library from LandingAI that takes a natural-language prompt plus an image or video and automatically selects approp… | 54 | 5296 | abandoned |
| justadudewhohacks/opencv4nodejs Node.js bindings to the native OpenCV 3 and OpenCV 4 libraries, including OpenCV-contrib modules, with both synchronous and asynchronous AP… | 23 | 5048 | abandoned |
| accord-net/framework Accord.NET is a C# framework for .NET providing machine learning, statistics, computer vision, image and audio processing, and general scie… | 10 | 4535 | abandoned |
| fizyr/keras-retinanet A Keras/TensorFlow implementation of the RetinaNet object detection model with focal loss, supporting training and inference on custom data… | 23 | 4383 | abandoned |
| mapillary/OpenSfM OpenSfM is a Python Structure-from-Motion library that reconstructs camera poses and 3D scenes from multiple images, including feature dete… | 67 | 3795 | abandoned |
| endernewton/tf-faster-rcnn A TensorFlow implementation of the Faster R-CNN object detection framework, supporting VGG16, ResNet, and MobileNet backbones trained and e… | 23 | 3646 | abandoned |
| rbgirshick/fast-rcnn Fast R-CNN is Ross Girshick's ICCV 2015 framework for fast object detection with deep convolutional networks, written in Python and C++/Caf… | 32 | 3460 | abandoned |
| bijection/sistine Project Sistine is a proof-of-concept Python application that turns a MacBook into a touchscreen using a $1 mirror rig in front of the buil… | 32 | 3426 | abandoned |
| oculix-org/SikuliX1 SikuliX1 is the historical Java-based visual automation tool that uses OpenCV image recognition to locate on-screen GUI elements and drive … | 78 | 3242 | abandoned |
| neuralmagic/deepsparse DeepSparse is a sparsity-aware deep learning inference runtime that delivers GPU-class performance on x86 CPUs for ONNX models, covering co… | 10 | 3158 | abandoned |
| facebookresearch/deepmask A Torch (Lua) implementation of the DeepMask and SharpMask object proposal algorithms from Facebook AI Research. It generates class-agnosti… | 10 | 3099 | abandoned |
| CharlesShang/FastMaskRCNN A TensorFlow implementation of Mask R-CNN for instance segmentation, reproducing the paper by Kaiming He et al. It includes ROIAlign, a COC… | 32 | 3082 | abandoned |
| xdspacelab/openvslam OpenVSLAM is a versatile visual SLAM (Simultaneous Localization and Mapping) framework supporting monocular, stereo, and RGBD cameras, incl… | 10 | 2976 | abandoned |
| jetpacapp/DeepBeliefSDK Jetpac's Deep Belief SDK, a cross-platform image recognition framework implementing the AlexNet convolutional neural network architecture, … | 32 | 2853 | abandoned |
| isl-org/ZoeDepth ZoeDepth is a PyTorch library implementing metric depth estimation from a single image, combining relative and metric depth approaches with… | 10 | 2839 | abandoned |
| ShaoqingRen/faster_rcnn A MATLAB re-implementation of Faster R-CNN, a deep-learning object detection framework combining a Region Proposal Network with a detection… | 32 | 2835 | abandoned |
| hooram/ownphotos Ownphotos is a self-hosted Google Photos alternative built with a Django backend and React frontend, offering face recognition, object dete… | 23 | 2760 | abandoned |
| sightmachine/SimpleCV SimpleCV is an open-source Python framework that wraps OpenCV and other vision libraries behind a simple, readable API for cameras, image m… | 32 | 2730 | abandoned |
| cloud-annotations/cloud-annotations Cloud Annotations is a collaborative open-source image annotation tool for creating labeled training datasets for object detection and clas… | 23 | 2678 | abandoned |
| Guikunzhi/BeautifyFaceDemo An iOS demo app showing realtime face beautification using a custom GPUImageBeautifyFilter built on the GPUImage framework. It can be appli… | 32 | 2478 | abandoned |
| lgsvl/simulator SVL Simulator is a Unity-based multi-robot simulator for autonomous vehicles with ROS/ROS2 integration, sensor simulation, and Python APIs.… | 23 | 2458 | abandoned |
| rbgirshick/rcnn The original R-CNN (Region-based Convolutional Neural Networks) object detection system from UC Berkeley, released as research code accompa… | 23 | 2416 | abandoned |
| karanchahal/DoodleMaster Doodle Master is a proof-of-concept AI tool that turns hand-drawn UI mockups into real HTML/CSS code using a CNN classifier for detecting U… | 32 | 2408 | abandoned |
| tryolabs/luminoth Luminoth is an open-source Python toolkit for computer vision built on TensorFlow and Sonnet, focused on object detection with Faster R-CNN… | 23 | 2402 | abandoned |
| pa7/nude.js nude.js is a client-side JavaScript nudity detection library that analyzes image data via HTMLCanvas using algorithms based on research pap… | 32 | 2355 | abandoned |
| microsoft/Deep3DFaceReconstruction A TensorFlow implementation of a weakly-supervised CNN method for reconstructing accurate 3D face models (shape, texture, pose, landmarks) … | 32 | 2353 | abandoned |
| colmap/glomap GLOMAP is a global structure-from-motion pipeline for image-based 3D reconstruction that takes a COLMAP database as input and outputs a COL… | 10 | 2351 | abandoned |
| isl-org/DPT DPT (Dense Prediction Transformers) is Intel's implementation of Vision Transformers for dense prediction tasks, providing pretrained model… | 10 | 2334 | abandoned |
| card-io/card.io-iOS-SDK card.io is an iOS SDK that provides fast, easy credit card number scanning using the device camera in mobile apps. It ships as a static lib… | 10 | 2287 | abandoned |
| kongqw/OpenCVForAndroid An Android sample library built on OpenCV 3.2.0 demonstrating object detection (face, eyes, smile, body), object tracking with the CamShift… | 32 | 2228 | abandoned |
| rmtheis/android-ocr An experimental Android app that performs optical character recognition on images captured with the device camera, running the Tesseract OC… | 10 | 2226 | abandoned |
| facebookarchive/Surround360 Facebook's open-source hardware and software system for capturing and rendering stereoscopic 3D 360-degree video for VR viewing. It include… | 10 | 2185 | abandoned |
| handtracking-io/yoha Yoha is a browser-based hand tracking engine built on TensorFlow.js that detects 21 2D hand landmarks, hand presence, left/right orientatio… | 23 | 2117 | abandoned |
| zk00006/OpenTLD OpenTLD (Predator) is a MATLAB implementation of the Tracking-Learning-Detection algorithm for real-time 2D tracking of a single unknown ob… | 32 | 2101 | abandoned |
| mapbox/robosat RoboSat is an end-to-end Python pipeline for semantic segmentation and feature extraction from aerial and satellite imagery, identifying fe… | 63 | 2064 | abandoned |
| moaazsidat/react-native-qrcode-scanner A plug-and-play QR code scanner component for React Native, built on top of react-native-camera, that also works as a generic barcode scann… | 10 | 2035 | abandoned |
| card-io/card.io-Android-SDK card.io is an Android SDK that provides fast credit card scanning using the device camera, with OCR-based number recognition and a manual e… | 10 | 1995 | abandoned |
| justadudewhohacks/face-recognition.js A Node.js wrapper around dlib providing face detection, face recognition, and face landmark detection with JavaScript and TypeScript APIs. … | 32 | 1923 | abandoned |
| dlazaro66/QRCodeReaderView An Android library that wraps a modified ZXING Barcode Scanner to provide a drop-in camera view for QR code detection. It notifies listener… | 32 | 1900 | abandoned |
| ruotianluo/pytorch-faster-rcnn A PyTorch 1.0 implementation of the Faster R-CNN object detection framework, based on Xinlei Chen's tf-faster-rcnn, supporting VGG16, ResNe… | 23 | 1811 | abandoned |
| longcw/faster_rcnn_pytorch A PyTorch re-implementation of Faster R-CNN for object detection, based on the original py-faster-rcnn and TFFRCNN projects. It supports tr… | 32 | 1776 | abandoned |
| TuSimple/mx-maskrcnn An MXNet implementation of the Mask R-CNN instance segmentation model, built on top of the mx-rcnn Faster R-CNN codebase. It includes train… | 32 | 1753 | abandoned |
| dog-qiuqiu/MobileNet-Yolo A collection of ultra-lightweight YOLOv3-based object detection models (MobileNetV2-YOLOv3-Lite/Nano, YoloFace) designed for mobile and emb… | 32 | 1744 | abandoned |
| zhongfenglee/IDCardRecognition An Objective-C library/demo for iOS that recognizes Chinese mainland second-generation ID cards via the camera, automatically extracting na… | 32 | 1717 | abandoned |
| gliese581gg/YOLO_tensorflow A TensorFlow implementation of YOLO (Real-Time Object Detection) that runs inference with pretrained YOLO_small, YOLO_tiny, and YOLO_face n… | 32 | 1708 | abandoned |
| szad670401/HyperLandmark A deep learning based face landmark detector that localizes 106 facial points in real time on mobile devices, with a small (~2MB) CNN track… | 32 | 1707 | abandoned |
| Qidian213/deep_sort_yolov3 A real-time multi-person tracker that combines YOLOv3 object detection with the Deep SORT tracking algorithm, implemented in Python with Te… | 32 | 1675 | abandoned |
| jcjohnson/densecap DenseCap is a Torch implementation of a fully convolutional localization network that performs dense captioning: detecting objects in image… | 32 | 1596 | abandoned |
| longcw/yolo2-pytorch A PyTorch implementation of the YOLOv2 real-time object detection model, based on darknet and darkflow. It includes training and inference … | 32 | 1560 | abandoned |
| wizyoung/YOLOv3_TensorFlow A pure TensorFlow implementation of the YOLOv3 real-time object detection model, including weight conversion from darknet, training, and ev… | 23 | 1551 | abandoned |
| promptpirate-x/discord-id-bypass-tool A browser-based tool (HTML/Three.js) that renders an animated 3D avatar head with mouth movement to trick Discord's k-ID face-scan age veri… | 46 | 1526 | abandoned |
| digital-standard/ThreeDPoseUnityBarracuda A Unity sample project that performs real-time 3D human pose estimation from video using an ONNX model loaded via Unity Barracuda, driving … | 32 | 1517 | abandoned |
| chenriwei/DeepFace A deep learning face analysis toolkit built on Caffe, implementing face detection, facial keypoint (alignment) detection, and face verifica… | 32 | 1508 | abandoned |
| harthur/kittydar Kittydar is a JavaScript library that detects the locations of cat faces in images using Histogram of Oriented Gradients features fed into … | 10 | 1428 | abandoned |
| matthewearl/faceswap A Python script that swaps facial features from one image onto another using dlib facial landmark detection and OpenCV. It is the demo code… | 32 | 1421 | abandoned |
| seathiefwang/FaceRecognition-tensorflow A face recognition neural network trained with TensorFlow, implemented in Python. It provides a model for identifying faces in images using… | 32 | 1403 | abandoned |