domain: computer-vision
2316 products, primary matches first, then adoption-weighted; health v2 shown.
| Product | Health v2 | Stars | Maturity |
|---|---|---|---|
| PeterH0323/Smart_Construction A YOLOv5-based object detection application for detecting people, heads, and safety helmets on construction sites, including pretrained wei… | 23 | 2619 | maintenance |
| yangxy/GPEN GPEN (GAN Prior Embedded Network) is a deep learning library for blind face restoration of low-quality, in-the-wild photos. It also support… | 64 | 2612 | maintenance |
| microsoft/GLIP GLIP is Microsoft's official implementation of Grounded Language-Image Pre-training, a vision-language model that unifies object detection … | 32 | 2607 | maintenance |
| baaivision/Painter Painter and SegGPT are vision foundation models from BAAI for in-context visual learning, where a single generalist model performs diverse … | 32 | 2593 | maintenance |
| ShawnBIT/UNet-family A curated collection of UNet-family semantic segmentation models with PyTorch implementations and links to original papers and third-party … | 32 | 2592 | maintenance |
| zllrunning/face-parsing.PyTorch A PyTorch implementation of face parsing using a modified BiSeNet architecture, trained on the CelebAMask-HQ dataset. It provides training … | 32 | 2586 | maintenance |
| yuanming-hu/taichi_mpm A high-performance C++ implementation of the Moving Least Squares Material Point Method (MLS-MPM) with cutting and two-way rigid body coupl… | 23 | 2578 | maintenance |
| MaybeShewill-CV/lanenet-lane-detection An unofficial TensorFlow implementation of the LaneNet deep neural network for real-time lane detection, based on the IEEE IV paper 'Toward… | 32 | 2562 | maintenance |
| tg-bomze/Face-Depixelizer A Jupyter Notebook-based tool that turns low-resolution pixelated face images into realistic high-resolution faces using the PULSE method, … | 32 | 2560 | maintenance |
| OFA-Sys/OFA OFA is a unified sequence-to-sequence pretrained model supporting English and Chinese that unifies cross-modality, vision, and language tas… | 32 | 2557 | maintenance |
| ZBar/ZBar ZBar is an open-source C library and software suite for reading bar codes from video streams, image files, and raw intensity sensors. It su… | 32 | 2544 | maintenance |
| taesungp/contrastive-unpaired-translation A PyTorch implementation of Contrastive Unpaired Translation (CUT), an ECCV 2020 method for unpaired image-to-image translation using patch… | 32 | 2543 | maintenance |
| znxlwm/UGATIT-pytorch Official PyTorch implementation of U-GAT-IT, an unsupervised image-to-image translation model using attention modules and adaptive layer-in… | 32 | 2536 | maintenance |
| yfeng95/DECA DECA is the official PyTorch implementation of a SIGGRAPH 2021 method that reconstructs a detailed 3D head model (pose, shape, facial detai… | 32 | 2514 | maintenance |
| dmlc/decord Decord is a C++ library with Python bindings that provides efficient video and audio decoding for deep learning pipelines. It wraps hardwar… | 23 | 2514 | maintenance |
| zzh8829/yolov3-tf2 A clean implementation of YOLOv3 and YOLOv3-tiny object detection in TensorFlow 2.0, with pre-trained Darknet weight conversion, inference,… | 32 | 2513 | maintenance |
| meijieru/crnn.pytorch A PyTorch implementation of the Convolutional Recurrent Neural Network (CRNN) for scene text recognition, based on the 2016 paper by Shi et… | 32 | 2492 | maintenance |
| galeone/tfgo tfgo is a Go library that wraps TensorFlow's Go bindings with a friendlier, method-chaining API for building and executing computation grap… | 32 | 2491 | maintenance |
| xingyizhou/CenterTrack CenterTrack is a deep learning model and research codebase that performs simultaneous multi-object detection and tracking using center poin… | 32 | 2478 | maintenance |
| huggingface/evaluate Hugging Face's library for easily evaluating machine learning models and datasets with dozens of standardized metrics, comparisons, and mea… | 74 | 2477 | maintenance |
| coneypo/Dlib_face_recognition_from_camera A Python application that performs real-time face detection and recognition from a webcam using Dlib's ResNet-34-based 128D descriptor mode… | 32 | 2477 | maintenance |
| ctripcorp/C-OCR C-OCR is Ctrip's in-house OCR project focused on recognizing travel-related documents such as ID cards, passports, train tickets, and visas… | 32 | 2476 | maintenance |
| CASIA-IVA-Lab/DANet DANet is the official PyTorch implementation of 'Dual Attention Network for Scene Segmentation' (CVPR 2019), which uses position and channe… | 32 | 2463 | maintenance |
| XifengGuo/CapsNet-Keras A Keras implementation of CapsNet, the capsule network architecture from the NIPS 2017 paper 'Dynamic Routing Between Capsules', achieving … | 23 | 2456 | maintenance |
| JakobEngel/dso DSO (Direct Sparse Odometry) is a C++ library implementing monocular visual odometry using direct sparse methods with photometric calibrati… | 32 | 2454 | maintenance |
| strasdat/Sophus Sophus is a C++ template library implementing 2D and 3D Lie groups (SO(2), SO(3), SE(2), SE(3)) built on top of Eigen, commonly used for ge… | 23 | 2447 | maintenance |
| Zhongdao/Towards-Realtime-MOT A PyTorch codebase for the Joint Detection and Embedding (JDE) model, a fast multiple-object tracker that learns object detection and appea… | 32 | 2444 | maintenance |
| RameenAbdal/StyleFlow StyleFlow is a research implementation of attribute-conditioned exploration of StyleGAN-generated images using conditional continuous norma… | 32 | 2442 | maintenance |
| leggedrobotics/darknet_ros A ROS package wrapping the YOLO (Darknet) real-time object detector for use in robotic systems. It subscribes to camera image topics and pu… | 23 | 2439 | maintenance |
| zai-org/CogVLM2 CogVLM2 is an open-source multi-modal vision-language model family built on Meta-Llama-3-8B-Instruct, offering image and video understandin… | 28 | 2433 | maintenance |
| deepcam-cn/yolov5-face YOLOv5-Face is a real-time, high-accuracy face detector built on the YOLOv5 object detection framework in PyTorch, with TensorRT deployment… | 32 | 2406 | maintenance |
| iPERDance/iPERCore Impersonator++ (iPERCore) is a PyTorch implementation of Liquid Warping GAN with Attention, a unified framework for human image synthesis. … | 32 | 2393 | maintenance |
| nbei/Deep-Flow-Guided-Video-Inpainting A PyTorch implementation of the CVPR 2019 paper 'Deep Flow-Guided Video Inpainting', which fills missing regions in videos by completing op… | 32 | 2375 | maintenance |
| flann-lib/flann FLANN is a C++ library for fast approximate nearest neighbor searches in high-dimensional spaces. It bundles multiple search algorithms wit… | 32 | 2373 | maintenance |
| Roujack/mathAI mathAI is a photo-based math problem solver written in Python: it takes an image containing a handwritten or printed arithmetic expression,… | 32 | 2370 | maintenance |
| princeton-vl/CornerNet Official research code for CornerNet, an object detection model that detects objects as paired keypoints, reproducing results from the ECCV… | 32 | 2369 | maintenance |
| sarxos/webcam-capture A Java library for accessing built-in or USB webcams (and MJPEG IP cameras) with a simple, thread-safe, driver-abstracted API. It includes … | 46 | 2356 | maintenance |
| michuanhaohao/reid-strong-baseline A PyTorch implementation of the 'Bag of Tricks and A Strong Baseline for Deep Person Re-identification' paper (CVPRW 2019), providing end-t… | 32 | 2355 | maintenance |
| fxia22/pointnet.pytorch A PyTorch implementation of PointNet, the deep learning model for classification and segmentation of 3D point sets. It includes training sc… | 32 | 2354 | maintenance |
| moskomule/senet.pytorch A PyTorch implementation of Squeeze-and-Excitation Networks (SENet), the ILSVRC 2017 classification winner, including SE-ResNet and SE-Ince… | 23 | 2344 | maintenance |
| smallcorgi/Faster-RCNN_TF A TensorFlow implementation of Faster R-CNN, a convolutional neural network for object detection with a region proposal network. It include… | 32 | 2342 | maintenance |
| koide3/hdl_graph_slam hdl_graph_slam is an open-source ROS package for real-time 6DOF SLAM using 3D LIDAR, based on graph SLAM with NDT scan matching odometry an… | 32 | 2332 | maintenance |
| Hzzone/pytorch-openpose A PyTorch reimplementation of OpenPose for body and hand pose estimation, with models converted directly from the original OpenPose caffemo… | 32 | 2321 | maintenance |
| OAID/TengineKit TengineKit is a mobile AI SDK by OPEN AI LAB providing real-time face detection, face 2D/3D landmarks, face attributes, iris, hand, and bod… | 23 | 2321 | maintenance |
| hzwer/ICCV2019-LearningToPaint A PyTorch research implementation of the ICCV 2019 paper 'Learning to Paint With Model-based Deep Reinforcement Learning'. It trains agents… | 41 | 2305 | maintenance |
| fudan-zvg/Semantic-Segment-Anything Semantic Segment Anything (SSA) is a Python framework that adds semantic category prediction to the Segment Anything Model (SAM) by combini… | 30 | 2301 | maintenance |
| facebookresearch/frankmocap FrankMocap is a single-view 3D motion capture system from Facebook AI Research that estimates 3D pose for body, hands, and whole body (body… | 10 | 2294 | maintenance |
| JonathonLuiten/Dynamic3DGaussians Official PyTorch implementation of 'Dynamic 3D Gaussians: Tracking by Persistent Dynamic View Synthesis' (3DV 2024), which models dynamic 3… | 28 | 2292 | maintenance |
| jsbroks/coco-annotator COCO Annotator is a web-based image annotation tool for labeling images with segments, bounding boxes, keypoints, and object tracking to cr… | 25 | 2279 | maintenance |
| zju3dv/NeuralRecon NeuralRecon is a deep learning framework for real-time 3D scene reconstruction from monocular video with known camera poses. It reconstruct… | 32 | 2274 | maintenance |
| qianqianwang68/omnimotion OmniMotion is a PyTorch implementation of the ICCV 2023 paper 'Tracking Everything Everywhere All at Once', which tracks every point in a v… | 29 | 2268 | maintenance |
| andreas128/RePaint Official PyTorch implementation of RePaint, a CVPR 2022 paper on image inpainting using denoising diffusion probabilistic models. It provid… | 32 | 2267 | maintenance |
| ndrplz/ConvLSTM_pytorch A PyTorch implementation of the Convolutional LSTM (ConvLSTM) neural network module, provided as a reusable nn.Module supporting arbitrary … | 32 | 2267 | maintenance |
| wdas/brdf Disney BRDF Explorer is a desktop application for developing, loading, and analyzing bidirectional reflectance distribution functions (BRDF… | 32 | 2266 | maintenance |
| mrharicot/monodepth A TensorFlow implementation of unsupervised monocular depth estimation from single images using convolutional neural networks, based on the… | 32 | 2265 | maintenance |
| MhLiao/DB A PyTorch implementation of DBNet and DBNet++, real-time arbitrary-shape scene text detection models based on differentiable binarization. … | 32 | 2260 | maintenance |
| ShoufaChen/DiffusionDet PyTorch implementation of DiffusionDet, the first diffusion-model-based object detection framework (ICCV 2023 Best Paper Finalist). It prov… | 22 | 2257 | maintenance |
| hunglc007/tensorflow-yolov4-tflite A TensorFlow 2.x implementation of YOLOv4, YOLOv4-tiny, YOLOv3, and YOLOv3-tiny object detection models, with scripts that convert original… | 32 | 2254 | maintenance |
| donnyyou/torchcv TorchCV is a PyTorch-based framework providing reimplementations of deep learning models for major computer vision tasks. It covers image c… | 32 | 2251 | maintenance |
| bigmb/Unet-Segmentation-Pytorch-Nest-of-Unets A PyTorch implementation of several U-Net variants for image segmentation, including UNet, R2U-Net, Attention U-Net, Attention R2U-Net, and… | 32 | 2249 | maintenance |
| OpenKinect/libfreenect2 libfreenect2 is an open-source C++ driver library for the Kinect for Windows v2 depth camera. It handles RGB, IR, and depth image transfer … | 23 | 2245 | maintenance |
| idealo/image-quality-assessment A Python implementation of Google's NIMA (Neural Image Assessment) models that predict the aesthetic and technical quality of images using … | 10 | 2243 | maintenance |
| Daniil-Osokin/lightweight-human-pose-estimation.pytorch A PyTorch implementation of Lightweight OpenPose for real-time 2D multi-person human pose estimation on CPU. It detects up to 18 body keypo… | 32 | 2241 | maintenance |
| machrisaa/tensorflow-vgg A Python library implementing the VGG16 and VGG19 convolutional neural networks in TensorFlow, loading pretrained weights from npy files fo… | 32 | 2237 | maintenance |
| hustvl/YOLOP YOLOP is a multi-task deep learning network that jointly performs traffic object detection, drivable area segmentation, and lane detection … | 32 | 2234 | maintenance |
| Jongchan/attention-module Official PyTorch implementation of two attention modules for convolutional neural networks: BAM (Bottleneck Attention Module) and CBAM (Con… | 32 | 2230 | maintenance |
| uzh-rpg/rpg_svo SVO is a semi-direct monocular visual odometry pipeline written in C++ that estimates camera motion from image sequences. It is research co… | 32 | 2229 | maintenance |
| gligen/GLIGEN GLIGEN is a research library for open-set grounded text-to-image generation, extending frozen diffusion models with spatial grounding via b… | 31 | 2223 | maintenance |
| KaiyangZhou/CoOp A research codebase implementing prompt learning methods (CoOp and CoCoOp) for adapting vision-language models like CLIP to downstream clas… | 32 | 2221 | maintenance |
| mit-han-lab/temporal-shift-module PyTorch implementation of the Temporal Shift Module (TSM), an ICCV 2019 technique that adds temporal modeling to 2D CNNs at zero extra comp… | 32 | 2221 | maintenance |
| zuoqing1988/ZQCNN ZQCNN is a lightweight deep learning inference framework written in C/C++ that runs on Windows, Linux, and ARM-Linux. It ships with demos f… | 61 | 2214 | maintenance |
| ashawkey/torch-ngp A PyTorch implementation of instant-ngp's NeRF and SDF components with CUDA extensions and an interactive GUI for training and visualizatio… | 32 | 2208 | maintenance |
| google-research/uda Google Research's reference implementation of Unsupervised Data Augmentation (UDA), a semi-supervised learning method that uses advanced da… | 10 | 2205 | maintenance |
| yhenon/pytorch-retinanet A PyTorch implementation of the RetinaNet object detection model with focal loss, designed for readability and easy modification. It includ… | 10 | 2205 | maintenance |
| magicleap/SuperPointPretrainedNetwork A PyTorch pre-trained implementation of the SuperPoint fully convolutional neural network for real-time interest point detection and descri… | 32 | 2185 | maintenance |
| githubharald/SimpleHTR A Handwritten Text Recognition (HTR) system implemented in TensorFlow that recognizes text from images of single words or text lines, train… | 72 | 2183 | maintenance |
| tianweiy/CenterPoint Official PyTorch implementation of CenterPoint, a CVPR 2021 method that performs 3D object detection and tracking from LiDAR point clouds b… | 23 | 2182 | maintenance |
| vchoutas/smplify-x SMPLify-X is the official PyTorch implementation of the CVPR 2019 paper 'Expressive Body Capture: 3D Hands, Face, and Body from a Single Im… | 32 | 2163 | maintenance |
| open-mmlab/mmrotate MMRotate is an open-source PyTorch toolbox for rotated object detection, part of the OpenMMLab project. It provides modular components, mul… | 23 | 2163 | maintenance |
| jeonsworld/ViT-pytorch A PyTorch reimplementation of Google's Vision Transformer (ViT) for image classification, based on the paper 'An Image is Worth 16x16 Words… | 32 | 2162 | maintenance |
| facebookresearch/pycls pycls is a PyTorch-based codebase for image classification research developed by Facebook AI Research. It provides implementations of stand… | 10 | 2161 | maintenance |
| bubbliiiing/yolov4-pytorch A PyTorch implementation of the YOLOv4 object detection model with full training, prediction, and evaluation scripts. It supports training … | 23 | 2160 | maintenance |
| kingyiusuen/image-to-latex A PyTorch application that converts images of LaTeX math equations into LaTeX code using a ResNet-18 encoder and Transformer decoder traine… | 32 | 2159 | maintenance |
| ankush-me/SynthText SynthText is a Python tool for generating synthetic scene-text images with ground-truth bounding boxes, as described in the CVPR 2016 paper… | 32 | 2146 | maintenance |
| satoshiiizuka/siggraph2016_colorization A Torch7 implementation of the SIGGRAPH 2016 paper 'Let there be Color!' that automatically colorizes grayscale images using a deep network… | 32 | 2142 | maintenance |
| Mukosame/Anime2Sketch Anime2Sketch is a PyTorch-based sketch extractor that converts anime art, illustrations, and manga into line drawings using pretrained GAN … | 32 | 2128 | maintenance |
| chuanqi305/MobileNet-SSD A Caffe implementation of the MobileNet-SSD object detection network with pretrained weights on the VOC0712 dataset achieving mAP of 0.727.… | 46 | 2127 | maintenance |
| AIZOOTech/FaceMaskDetection An open-source face mask detection project providing a lightweight SSD-based model (1.01M parameters) with inference code for PyTorch, Tens… | 32 | 2125 | maintenance |
| bubbliiiing/yolo3-pytorch A PyTorch implementation of the YOLOv3 object detection model with full training, prediction, and evaluation scripts. It supports training … | 23 | 2112 | maintenance |
| graphific/DeepDreamVideo A Python-based command-line tool that applies Google's DeepDream algorithm to videos by extracting frames, running a pretrained deep neural… | 32 | 2109 | maintenance |
| bgshih/crnn An implementation of the Convolutional Recurrent Neural Network (CRNN), combining CNN, RNN, and CTC loss for image-based sequence recogniti… | 32 | 2105 | maintenance |
| dog-qiuqiu/Yolo-Fastest Yolo-Fastest is an ultra-lightweight YOLO-based object detection algorithm and model zoo, with only ~250 MFLOPs and a 666KB ncnn model. It … | 23 | 2103 | maintenance |
| qubvel/efficientnet A Keras and TensorFlow Keras reimplementation of the EfficientNet convolutional neural network family (B0-B7), including ImageNet-pretraine… | 23 | 2100 | maintenance |
| doyubkim/fluid-engine-dev Jet is a C++11 fluid simulation engine SDK for computer graphics, created alongside the book 'Fluid Engine Development'. It provides SPH, P… | 23 | 2099 | maintenance |
| facebookresearch/swav PyTorch implementation of SwAV, a self-supervised method for pre-training convolutional networks without labels by swapping cluster assignm… | 10 | 2096 | maintenance |
| UniversalDataTool/universal-data-tool Universal Data Tool is a web and desktop application for collaboratively annotating images, text, audio, and documents, supporting tasks li… | 28 | 2072 | maintenance |
| ppwwyyxx/OpenPano OpenPano is a C++ panorama stitching program written from scratch without vision libraries, implementing the Automatic Panoramic Image Stit… | 23 | 2070 | maintenance |
| RootKit-Org/AI-Aimbot A Python application that uses a YOLOv5-based computer vision model to detect humanoid targets on screen and assist aiming in FPS games lik… | 10 | 2067 | maintenance |
| ozan-oktay/Attention-Gated-Networks A PyTorch implementation of attention gates for convolutional neural networks, applied to U-Net and VGG-16 architectures. It targets medica… | 32 | 2064 | maintenance |
| knightcrawler25/GLSL-PathTracer A toy physically based GPU path tracer written in C++ that runs its rendering loop in GLSL fragment shaders via OpenGL. It supports feature… | 23 | 2056 | maintenance |