object-tracking

There are 79 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.

  opencvgolangvideocomputer-visionvideo-captureface-trackingmjpegmjpeg-streamimage-processingtensorflowcaffecomputervisionopenvinodnngocvtorchobject-trackingobject-classificationcuda
  Language:Go 6288

• foolwood / SiamMask

  [CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach

  visual-trackingvideo-object-segmentationread-timepytorchdeep-learningcvpr2019computer-visionobject-tracking
  Language:Python 3450

• tryolabs / norfair

  Lightweight Python library for adding real-time multi-object tracking to any detector.

  trackingtracking-algorithmkalman-filterobject-trackingvideo-trackingvideo-inference-loopdeepsortobject-detectionpose-estimationpythonre-idre-identificationmulti-object-tracking
  Language:Python 2290

• axinc-ai / ailia-models

  The collection of pre-trained, state-of-the-art AI models for ailia SDK

  deep-learningmachine-learningface-recognitionface-detectionobject-detectionobject-recognitionhand-detectionfashion-aiimage-classificationpose-estimationimage-segmentationobject-trackinganomaly-detectionaction-recognitionbackground-removalaudio-processingcrowd-countingganneural-network
  Language:Python 1821

• MasterBin-IIAU / UNINEXT

  [CVPR'23] Universal Instance Perception as Object Discovery and Retrieval

  instance-segmentationobject-detectionobject-trackingperceptionreferring-expression-comprehensionreferring-expression-segmentationunified-modelmulti-object-tracking-segmentationmultiple-object-trackingreferring-video-object-segmentationvideo-instance-segmentationsingle-object-trackingvideo-object-segmentation
  Language:Python 1438

• cheind / py-motmetrics

  :bar_chart: Benchmark multiple object trackers (MOT) in Python

  object-trackingobject-detectionclear-mot-metricsbenchmarkmetricstrackermotmot-challenge
  Language:Python 1323

• theAIGuysCode / yolov4-deepsort

  Object tracking implemented with YOLOv4, DeepSort, and TensorFlow.

  yolov4yolov4-deepsortdeep-sortobject-trackertensorflowobject-trackingobject-detection
  Language:Python 1287

• hkchengrex / Tracking-Anything-with-DEVA

  [ICCV 2023] Tracking Anything with Decoupled Video Segmentation

  deep-learningiccv2023object-trackingopen-vocabulary-segmentationopen-vocabulary-video-segmentationopen-world-video-segmentationvideo-editingvideo-object-segmentationvideo-segmentation
  Language:Python 1059

• videoflow / videoflow

  Python framework that facilitates the quick development of complex video analysis applications and other series-processing based applications in a multiprocessing environment.

  video-processingvideo-analyticsvideo-pipelineobject-detectionobject-tracking
  Language:Python 1009

• MasterBin-IIAU / Unicorn

  [ECCV'22 Oral] Towards Grand Unification of Object Tracking

  multi-object-tracking-segmentationmultiple-object-trackingobject-trackingsingle-object-trackingvideo-object-segmentation
  Language:Python 941
• 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.

  yolotrackingobject-detectionobject-trackingpeople-counterflaskdeep-sortopencvlivestreamreal-time-analyticsyolov4traffictraffic-monitoringtraffic-countertraffic-countingyolov4-cloudyolov4-deepsortyolo-v4imagezmqcamera-stream
  Language:Python 926

• 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

  pytorchcomputer-visionobject-detectionobject-trackingyolov5deepsort
  Language:Python 861

• jiawen-zhu / HQTrack

  Tracking Anything in High Quality

  object-segmentationobject-trackingtracking-anything
  Language:Python 733

• praveen-palanisamy / multiple-object-tracking-lidar

  C++ implementation to Detect, track and classify multiple objects using LIDAR scans or point cloud

  lidar-object-trackingobject-trackinglidar-navigationmultiple-object-trackingrospcl
  Language:C++ 722

• noahcao / 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.

  trackingcomputer-visiondeep-learningobject-detectionobject-tracking
  Language:Python 688
• multi-object-tracker

  adipandas / multi-object-tracker

  Multi-object trackers in Python

  multi-object-trackingcomputer-visioncaffeobject-trackingobject-detectiondeep-learningpython3trackeropencvyolov3ssd-mobilenettensorflowiou-trackerneural-networkpythonyolo
  Language:Python 665

• bertinetto / siamese-fc

  Arbitrary object tracking at 50-100 FPS with Fully Convolutional Siamese networks.

  object-trackingsiamese-networkdeep-learningcomputer-visionmachine-learning
  Language:MATLAB 615

• MuhammadMoinFaisal / YOLOv8-DeepSORT-Object-Tracking

  YOLOv8 Object Tracking using PyTorch, OpenCV and DeepSORT

  object-detectionobject-trackingobjecttrackingspeed-estimationvehicle-countingyoloyolov8yolov8-deepsortobject-counting
  Language:Jupyter Notebook 599

• DLR-RM / 3DObjectTracking

  Algorithms and Publications on 3D Object Tracking

  pose-estimationcomputer-visionaccv2020papercvpr2022ijcviros2023articulatedtpamireal-timeobject-trackingmulti-bodymulti-modalityrgbdtracking
  Language:C++ 597

• torrvision / siamfc-tf

  SiamFC tracking in TensorFlow.

  deep-learningcomputer-visionsiamese-networktensorflowobject-trackingtracking
  Language:Python 567

• bertinetto / cfnet

  [CVPR'17] Training a Correlation Filter end-to-end allows lightweight networks of 2 layers (600 kB) to high performance at fast speed..

  deep-learningcorrelation-filterobject-trackingmeta-learningcomputer-visionmachine-learningcvpr2017
  Language:MATLAB 523
• Deep-SORT-YOLOv4

  LeonLok / Deep-SORT-YOLOv4

  People detection and optional tracking with Tensorflow backend.

  yolov4deep-sortdeep-sort-trackingpeople-trackerpeople-trackingasynchronousasynchronous-ioyolotensorflowasynchronous-processingtracking-algorithmobject-detectionobject-trackingtensorflow2detection-algorithmyolov3
  Language:Python 495

• wmuron / motpy

  Library for tracking-by-detection multi object tracking implemented in python

  multi-object-trackingobject-trackingraspberry-pitracking-by-detectionkalman-filterhungarian-algorithmmultiple-object-tracking
  Language:Python 476

• songdejia / Siamese-RPN-pytorch

  This is a re-implementation of Siamese-RPN with pytorch, which is CVPR2018 spotlight.

  cvpr2018object-trackingotb2015pytorchrpntensorflowtrackervidvotyoutube-bb
  Language:Python 377

• jeeliz / jeelizAR

  JavaScript object detection lightweight library for augmented reality (WebXR demos included). It uses convolutional neural networks running on the GPU with WebGL.

  augmented-realityobject-trackingobject-recognitionjavascriptwebxrreal-timevideowebrtcwebarkitarcorearvrobject-detectionneuralnetworkdeeplearning
  Language:JavaScript 358

• roboflow / zero-shot-object-tracking

  Object tracking implemented with the Roboflow Inference API, DeepSort, and OpenAI CLIP.

  computer-visionopenai-clipobject-detectionobject-trackingdeep-sort
  Language:Python 350

• Zhongdao / 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).

  object-trackingsingle-object-trackingmulti-object-trackingmulti-object-tracking-segmentationmulti-object-trackermulti-object-trackpose-trackingvideo-object-segmentationvideo-object-trackingvideo-instance-segmentationtracking-by-detection
  Language:Python 335
• falldetection_openpifpaf

  cwlroda / falldetection_openpifpaf

  Fall Detection using OpenPifPaf's Human Pose Estimation model

  openpifpafdetectionhuman-pose-estimationcomputer-visiondeep-learningcomposite-fieldsvideo-analyticsobject-trackinggpucpufall-detection
  Language:Python 326
• btrack

  quantumjot / btrack

  Bayesian multi-object tracking

  tracking-algorithmobject-trackingkalman-filteroptimizationbayesianmulti-object-trackingcell-trackingbtrack
  Language:Python 299

• alexandre01 / UltimateLabeling

  A multi-purpose Video Labeling GUI in Python with integrated SOTA detector and tracker

  labelinglabeling-toolcomputer-visionpythonvideoobject-detectionobject-trackingpytorch
  Language:Python 291

• ambakick / Person-Detection-and-Tracking

  A tensorflow implementation with SSD model for person detection and Kalman Filtering combined for tracking

  computer-visiontensorflowhumandetectiontrackingobject-detectionopencvobject-trackingconvolutional-neural-networksartificial-intelligencehactoberfest
  Language:Python 245

• HaohaoNJU / CenterPoint

  TensorRT deployment for CenterPoint Lidar Detection Model.

  3d-detectiondeploymentexport-onnxobject-trackingtensorrt
  Language:C++ 245

• cagbal / 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

  face-recognitionmaskobject-detectionobject-trackingpeople-detectionrosros-dockertensorflow
  Language:Python 244

• RizwanMunawar / yolov8-object-tracking

  YOLOv8 Object Tracking Using PyTorch, OpenCV and Ultralytics

  computer-visiondeep-learningobject-detectionobject-trackingyolov8
  Language:Python 243

• bertinetto / staple

  [CVPR'16] Staple: Complementary Learners for Real-Time Tracking"

  object-trackingcomputer-visioncvpr2016machine-learning
  Language:MATLAB 238

• nrupatunga / PY-GOTURN

  This is the python-caffe implementation of single object tracking from GOTURN paper

  goturnobject-tracking
  Language:Python 215