domain: computer-vision
2316 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| 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 |
| YudongGuo/AD-NeRF A PyTorch implementation of AD-NeRF, an ICCV 2021 paper that synthesizes talking-head videos by driving neural radiance fields with audio i… | 32 | 1072 | maintenance |
| Wangt-CN/DisCo DisCo is a CVPR 2024 research codebase for referring human dance generation, producing realistic dance images and videos from a reference h… | 29 | 1072 | 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 |
| aheze/OpenFind OpenFind is an open-source iOS app that finds text in real life using OCR, letting users search in real time via the camera or across their… | 23 | 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 |
| Li-Chongyi/Zero-DCE PyTorch implementation of Zero-DCE (Zero-Reference Deep Curve Estimation), a CVPR 2020 model that enhances low-light images without paired … | 32 | 1067 | 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 |
| 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 |
| OpenBMB/VisCPM VisCPM is a family of open-source bilingual (Chinese/English) multimodal large models built on the 10B CPM-Bee language model, comprising V… | 29 | 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 |
| HRNet/HRNet-Image-Classification Official PyTorch implementation and training code for HRNet (High-Resolution Network) image classification models on ImageNet. It provides … | 23 | 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 |
| ethz-asl/lidar_align A ROS-based C++ tool that estimates the extrinsic transformation between a 3D lidar and a 6-DOF pose sensor. It works by fusing lidar point… | 37 | 1054 | maintenance |
| piergiaj/pytorch-i3d A PyTorch port of DeepMind's I3D (Inflated 3D ConvNet) models pretrained on the Kinetics dataset for video action recognition. It includes … | 32 | 1054 | maintenance |
| microsoft/Oscar Oscar is Microsoft's research code for object-semantics aligned cross-modal pre-training of vision-language models, with VinVL providing im… | 10 | 1053 | 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 |
| caoscott/SReC SReC is the official PyTorch implementation of the paper 'Lossless Image Compression through Super-Resolution', which frames lossless image… | 32 | 1051 | 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 |
| microsoft/SimMIM Official PyTorch implementation of SimMIM, a simple framework for masked image modeling (self-supervised visual pre-training) from Microsof… | 32 | 1048 | maintenance |
| yuval-alaluf/restyle-encoder Official PyTorch implementation of ReStyle, a residual-based StyleGAN encoder that inverts real images into GAN latent codes via iterative … | 32 | 1046 | maintenance |
| 4uiiurz1/pytorch-nested-unet A PyTorch implementation of the UNet++ (Nested U-Net) architecture for image segmentation, based on the paper 'UNet++: A Nested U-Net Archi… | 32 | 1045 | 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 |
| facebookresearch/FixRes FixRes is a PyTorch implementation of the NeurIPS 2019 paper 'Fixing the train-test resolution discrepancy', providing training and fine-tu… | 10 | 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 |
| keijiro/Pix2Pix A Unity library that runs pix2pix image-to-image translation neural networks in real time using compute shaders. It includes its own infere… | 23 | 1041 | maintenance |
| IBM/MAX-Image-Resolution-Enhancer An IBM Model Asset Exchange project that deploys an SRGAN-based image super-resolution model as a web service in a Docker container. It ups… | 42 | 1040 | 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 |
| MaybeShewill-CV/CRNN_Tensorflow A TensorFlow implementation of CRNN (CNN + Bi-LSTM + CTC loss) for scene text recognition, based on the Shi et al. paper. It includes pretr… | 32 | 1039 | maintenance |
| huggingface/pytorch-pretrained-BigGAN A PyTorch reimplementation of DeepMind's BigGAN generator with pretrained weights at 128, 256, and 512 pixel resolutions, plus scripts to c… | 23 | 1039 | maintenance |
| JIA-Lab-research/SNR-Aware-Low-Light-Enhance Official PyTorch implementation of the CVPR 2022 paper 'SNR-aware Low-Light Image Enhancement'. It combines SNR-aware transformers and conv… | 32 | 1037 | maintenance |
| yashbhalgat/HashNeRF-pytorch A pure PyTorch implementation of NVIDIA's Instant-NGP multi-resolution hash encoding for training NeRFs, built on top of NeRF-pytorch. It e… | 32 | 1037 | 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 |
| sicara/tf-explain tf-explain is a Python library implementing interpretability methods (Grad CAM, occlusion sensitivity, vanilla gradients, etc.) for tf.kera… | 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 |
| ArrowLuo/CLIP4Clip Official PyTorch implementation of the CLIP4Clip paper, a video-text retrieval model that transfers CLIP knowledge to end-to-end video clip… | 23 | 1031 | maintenance |
| kakaobrain/rq-vae-transformer The official PyTorch implementation of 'Autoregressive Image Generation using Residual Quantization' (CVPR 2022), implementing RQ-VAE and R… | 32 | 1030 | maintenance |
| qubvel/ttach TTAch is a Python library for image test time augmentation (TTA) with PyTorch. It wraps existing models to apply augmentations like flips, … | 23 | 1030 | maintenance |
| yuval-alaluf/hyperstyle Official PyTorch implementation of HyperStyle (CVPR 2022), a hypernetwork that inverts real images into editable regions of StyleGAN's late… | 32 | 1027 | 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 |
| sniklaus/sepconv-slomo A reference PyTorch implementation of Video Frame Interpolation via Adaptive Separable Convolution, which generates intermediate frames bet… | 43 | 1021 | maintenance |
| Gumpest/YOLOv5-Multibackbone-Compression A YOLOv5-based toolbox for swapping in lightweight or high-accuracy backbones (TPH-YOLOv5, GhostNet, ShuffleNetV2, MobileNetV3-Small, Effic… | 32 | 1020 | 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 |
| tensorflow/similarity TensorFlow Similarity is a Python library built on TensorFlow for training and serving similarity and metric learning models, including sel… | 10 | 1020 | maintenance |
| NaturalIntelligence/imglab ImgLab is a browser-based image annotation tool for labeling objects and landmark points to train object detectors like dlib. It supports m… | 76 | 1019 | 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 |
| EvgenyKashin/stylegan2-distillation A research implementation of the ECCV 2020 paper 'StyleGAN2 Distillation for Feed-forward Image Manipulation', distilling StyleGAN2 latent-… | 32 | 1018 | maintenance |
| facebookresearch/barlowtwins A PyTorch implementation of Barlow Twins, a self-supervised learning method that trains visual representations by reducing redundancy betwe… | 10 | 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 |
| snap-research/NeROIC Official PyTorch implementation of NeROIC, a neural method for capturing 3D object geometry and material from online image collections and … | 32 | 1012 | 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 |
| zhanghang1989/PyTorch-Multi-Style-Transfer A PyTorch implementation of MSG-Net and Gatys et al. neural style transfer for applying artistic styles to images in real time. It includes… | 23 | 1009 | maintenance |
| xiaoyufenfei/Efficient-Segmentation-Networks A PyTorch reference implementation collection of lightweight, real-time semantic segmentation models such as ENet, ERFNet, LEDNet, Fast-SCN… | 32 | 1008 | 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 |
| kevinzakka/spatial-transformer-network A TensorFlow implementation of Spatial Transformer Networks, a differentiable module that can be inserted into ConvNet architectures to add… | 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 |
| johannakarras/DreamPose Official PyTorch implementation of DreamPose, a Stable Diffusion-based model that synthesizes animated fashion videos from a single image a… | 30 | 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 |
| mmp/pbrt-v2 pbrt-v2 is the C++ source code for the physically based rendering system described in the second edition of the 'Physically Based Rendering… | 32 | 1002 | maintenance |
| google-research/magvit Official JAX implementation of MAGVIT, a masked generative video transformer from a CVPR 2023 paper by Google Research and CMU. It provides… | 10 | 1000 | maintenance |
| apple/ml-mgie MGIE (MLLM-Guided Image Editing) is Apple's research implementation of instruction-based image editing guided by multimodal large language … | 26 | 3874 | experimental |
| guoqincode/Open-AnimateAnyone An unofficial PyTorch implementation of Animate Anyone, a diffusion-based method that animates a static character image using pose sequence… | 26 | 2923 | experimental |
| 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 |
| Nutlope/llama-ocr An npm library that performs OCR by sending images to Llama 3.2 Vision models via Together AI and returns structured Markdown. It supports … | 63 | 2431 | experimental |
| AIGCDesignGroup/ReplaceAnything ReplaceAnything is a research project from Alibaba's Institute for Intelligent Computing for ultra-high quality content replacement in imag… | 26 | 2426 | experimental |
| JiauZhang/DragGAN A Python implementation of DragGAN, a research method for interactively manipulating generated images by dragging points on the generative … | 29 | 2128 | 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 |
| magic-research/magic-edit MagicEdit is a research implementation of a diffusion-based video editing model from ByteDance that disentangles appearance and motion for … | 10 | 1790 | experimental |
| IliasHad/edit-mind Edit Mind is a local-first video knowledge base that indexes video libraries with multi-modal AI analysis (Whisper transcription, YOLO obje… | 76 | 1789 | 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 |
| ali-vilab/composer Official implementation of Composer, a 5-billion-parameter controllable diffusion model for creative image synthesis using composable condi… | 31 | 1557 | experimental |
| KUR-creative/SickZil-Machine SickZil-Machine is a desktop application that automates text removal from manga and comic pages during the scanlation (translation) process… | 23 | 1524 | experimental |
| graphdeco-inria/hierarchical-3d-gaussians Official implementation of the SIGGRAPH 2024 paper 'A Hierarchical 3D Gaussian Representation for Real-Time Rendering of Very Large Dataset… | 35 | 1461 | experimental |