object-tracking
There are 81 repositories under object-tracking topic.
hybridgroup / gocv
Go package for computer vision using OpenCV 4 and beyond. Includes support for DNN, CUDA, and OpenCV Contrib.
Language:Go 6323- Language:Python 3451
tryolabs / norfair
Lightweight Python library for adding real-time multi-object tracking to any detector.
Language:Python 2304axinc-ai / ailia-models
The collection of pre-trained, state-of-the-art AI models for ailia SDK
Language:Python 1846MasterBin-IIAU / UNINEXT
[CVPR'23] Universal Instance Perception as Object Discovery and Retrieval
instance-segmentationmulti-object-tracking-segmentationmultiple-object-trackingobject-detectionobject-trackingperceptionreferring-expression-comprehensionreferring-expression-segmentationreferring-video-object-segmentationsingle-object-trackingunified-modelvideo-instance-segmentationvideo-object-segmentationLanguage:Python 1448cheind / py-motmetrics
:bar_chart: Benchmark multiple object trackers (MOT) in Python
Language:Python 1334theAIGuysCode / yolov4-deepsort
Object tracking implemented with YOLOv4, DeepSort, and TensorFlow.
Language:Python 1291hkchengrex / Tracking-Anything-with-DEVA
[ICCV 2023] Tracking Anything with Decoupled Video Segmentation
Language:Python 1077videoflow / videoflow
Python framework that facilitates the quick development of complex video analysis applications and other series-processing based applications in a multiprocessing environment.
Language:Python 1012[ECCV'22 Oral] Towards Grand Unification of Object Tracking
Language:Python 942- Multi-Camera-Live-Object-Tracking
LeonLok / Multi-Camera-Live-Object-Tracking
Multi-camera live traffic and object counting with YOLO v4, Deep SORT, and Flask.
Language:Python 937 Sharpiless / Yolov5-Deepsort
最新版本yolov5+deepsort目标检测和追踪，能够显示目标类别，支持5.0版本可训练自己数据集
Language:Python 880jiawen-zhu / HQTrack
Tracking Anything in High Quality
Language:Python 737praveen-palanisamy / multiple-object-tracking-lidar
C++ implementation to Detect, track and classify multiple objects using LIDAR scans or point cloud
Language:C++ 728noahcao / OC_SORT
[CVPR2023] The official repo for OC-SORT: Observation-Centric SORT on video Multi-Object Tracking. OC-SORT is simple, online and robust to occlusion/non-linear motion.
Language:Python 699- multi-object-tracker
adipandas / multi-object-tracker
Multi-object trackers in Python
Language:Python 668 MuhammadMoinFaisal / YOLOv8-DeepSORT-Object-Tracking
YOLOv8 Object Tracking using PyTorch, OpenCV and DeepSORT
Language:Jupyter Notebook 617bertinetto / siamese-fc
Arbitrary object tracking at 50-100 FPS with Fully Convolutional Siamese networks.
Language:MATLAB 616DLR-RM / 3DObjectTracking
Algorithms and Publications on 3D Object Tracking
Language:C++ 607torrvision / siamfc-tf
SiamFC tracking in TensorFlow.
Language:Python 567[CVPR'17] Training a Correlation Filter end-to-end allows lightweight networks of 2 layers (600 kB) to high performance at fast speed..
Language:MATLAB 523- Deep-SORT-YOLOv4
People detection and optional tracking with Tensorflow backend.
Language:Python 496 - Language:Python 480
songdejia / Siamese-RPN-pytorch
This is a re-implementation of Siamese-RPN with pytorch, which is CVPR2018 spotlight.
Language:Python 377jeeliz / jeelizAR
JavaScript object detection lightweight library for augmented reality (WebXR demos included). It uses convolutional neural networks running on the GPU with WebGL.
Language:JavaScript 358roboflow / zero-shot-object-tracking
Object tracking implemented with the Roboflow Inference API, DeepSort, and OpenAI CLIP.
Language:Python 351Zhongdao / UniTrack
[NeurIPS'21] Unified tracking framework with a single appearance model. It supports Single Object Tracking (SOT), Video Object Segmentation (VOS), Multi-Object Tracking (MOT), Multi-Object Tracking and Segmentation (MOTS), Pose Tracking, Video Instance Segmentation (VIS), and class-agnostic MOT (e.g. TAO dataset).
Language:Python 336- falldetection_openpifpaf
cwlroda / falldetection_openpifpaf
Fall Detection using OpenPifPaf's Human Pose Estimation model
Language:Python 327 - btrack
quantumjot / btrack
Bayesian multi-object tracking
Language:Python 303 alexandre01 / UltimateLabeling
A multi-purpose Video Labeling GUI in Python with integrated SOTA detector and tracker
Language:Python 293HaohaoNJU / CenterPoint
TensorRT deployment for CenterPoint Lidar Detection Model.
Language:C++ 250ambakick / Person-Detection-and-Tracking
A tensorflow implementation with SSD model for person detection and Kalman Filtering combined for tracking
Language:Python 245cagbal / ros_people_object_detection_tensorflow
An extensive ROS toolbox for object detection & tracking and face/action recognition with 2D and 3D support which makes your Robot understand the environment
Language:Python 245RizwanMunawar / yolov8-object-tracking
YOLOv8 Object Tracking Using PyTorch, OpenCV and Ultralytics
Language:Python 245[CVPR'16] Staple: Complementary Learners for Real-Time Tracking"
Language:Matlab 238Little-Podi / Transformer_Tracking
This repository is a paper digest of Transformer-related approaches in visual tracking tasks.
