video-object-tracking

There are 3 repositories under video-object-tracking topic.

• gaomingqi / Track-Anything

  Track-Anything is a flexible and interactive tool for video object tracking and segmentation, based on Segment Anything, XMem, and E2FGVI.

  inpaint-anythinginteractive-trackingsegment-anythingtrack-anythingvideo-object-segmentationvideo-object-tracking
  Language:Python 6077

• JunweiLiang / Object_Detection_Tracking

  Out-of-the-box code and models for CMU's object detection and tracking system for multi-camera surveillance videos. Speed optimized Faster-RCNN model. Tensorflow based. Also supports EfficientDet. WACVW'20

  object-detectiontrackingactivity-detectionvideo-object-detectionsurveillance-videostracking-detectiondetection-trackingvideo-object-trackingefficientdetreidmaskrcnnmulti-cameramulti-camera-vehicle-reidmulti-camera-trackingcomputer-visiondeep-learning
  Language:Python 455

• 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

• nerminsamet / houghnet

  [ECCV-20] Official PyTorch implementation of HoughNet, a voting-based object detector.

  object-detectiondeep-learningpytorchvotingvoting-classifierbottom-up-modelhough-transformhoughhough-transformationinstance-segmentationvideo-object-detectionvideo-object-tracking3d-object-detectionhuman-pose-estimation2d-pose-estimationpose-estimationkitti-datasetcoco-dataseteccveccv-2020
  Language:Python 173

• Avinash793 / object-tracking-software

  Implementation of Lucas Kanade Tracking system using six parameter affine model and recursive Gauss-Newton process.

  tracking-algorithmgauss-newton-methodaffine-transformationcomputer-visionlucas-kanade-algorithmlucas-kanade-trackerobject-trackingopencvopencv4python3video-object-tracking
  Language:Python 32

• ojh6404 / tracking_ros

  ROS compatible package for object tracking based on SAM, Cutie, GroundingDINO, YOLO-World, VLPart and DEVA

  computer-visionobject-detectionpytorchros-noeticsegment-anythingsegmentationvideo-object-segmentationvideo-object-trackingvideo-segmentationobject-trackingrosdockervlpartyolo-world
  Language:Python 18

• eshoyuan / TrackGPT

  TrackGPT: Track What You Need in Videos via Text Prompts

  segment-anythingvideo-object-trackingvision-language
  Language:Jupyter Notebook 17

• inspirai / Characterize-Anything

  Characterize Anything: A Wondrous Chemical Reaction between vision models and AI Characters

  characterschatgptmultimodalsegment-anythingvideo-object-segmentationvideo-object-trackingcharacterize-anythinglarge-language-modelsnlpvision
  Language:Python 11

• nerminsamet / houghnet-vid

  [TPAMI-22] Bottom-up, voting based video object detection method

  deep-learningobject-detectionpytorchvideo-object-detectionvideo-object-trackingimagenet-vidimagenet-datasetvotinghough-transform
  Language:Python 6

• Youhanna-Yousry / Tracking-Objects-in-Videos

  This project explores Lucas-Kanade algorithm to track an object in a video sequence

  computer-visionopencvpythonvideo-object-tracking
  Language:Jupyter Notebook