multi-object-tracking-segmentation

There are 1 repository under multi-object-tracking-segmentation topic.

• mikel-brostrom / boxmot

  BoxMOT: Pluggable SOTA multi-object tracking modules modules for segmentation, object detection and pose estimation models

  strongsortbytetrackocsortosnetdeep-learningsegmentationtensorrttracking-by-detectionyolobotsortdeepocsortmulti-object-trackingmotmotsmulti-object-tracking-segmentationimprovedassociationboosttrackcliporiented-bounding-box-trackingmachine-learning
  Language:Python 7781

• 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 1277

• 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 952

• SysCV / pcan

  Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation, NeurIPS 2021 Spotlight

  neurips-2021motssegmentationtrackingvideo-instance-segmentationmulti-object-tracking-segmentationcomputer-vision
  Language:Python 364

• 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 351

• JialeCao001 / SipMask

  SipMask: Spatial Information Preservation for Fast Image and Video Instance Segmentation (ECCV2020)

  image-instance-segmentationvideo-instance-segmentationmulti-object-tracking-segmentationobject-detectiondetectionsegmentationtracking
  Language:Jupyter Notebook 336

• dvl-tum / motsynth-baselines

  Baselines and setup instructions for the MOTSynth dataset (ICCV 2021)

  object-detectionmulti-object-trackingmulti-object-tracking-segmentationsynthetic-data
  Language:Python 30

• Spritea / BoxMOTS

  Towards High Quality Multi-Object Tracking and Segmentation without Mask Supervision [TIP 2024]

  multi-object-tracking-segmentationweakly-supervised-learning
  Language:Python 9

• Spritea / Awesome-Multi-Object-Tracking-and-Segmentation

  Resources for Multi-Object Tracking and Segmentation (MOTS)

  awesome-listmulti-object-tracking-segmentation
  2

• MOTComplex / motcomplex.github.io

  ECCV 2022 Workshop: Multiple Object Tracking and Segmentation in Complex Environments

  multi-object-tracking-segmentationcomputer-visioneccv2022
  Language:HTML 1

• shahzeb-jadoon / MOTS_Mask-RCNN

  Delving in Multi Object Tracking using Mask R-CNN with a Siamese Network

  mask-rcnnmotsmulti-object-tracking-segmentationsiamese-network
  Language:Python 1

• theocharistr / Deeplearning_Assignments

  Deep Learning

  pythonsuper-resolutionmulti-object-tracking-segmentationanomalyanomaly-detection
  Language:Jupyter Notebook 1

• ADAR-cell29 / Pedestrian-Detection-Tracking-and-Path-Prediction-Ultrasonic

  Pedestrian Detection, Tracking and Path Prediction using Calyo Pulse (Ultrasonic) Sensor

  autonomous-systemscloudcomputer-visiondbscangoogle-colablstmmulti-object-trackingmulti-object-tracking-segmentationocclusionopencvpedestrian-detectionpointpytorchrobotic-perceptionsimulationtrajectory-predictionultrasoundcalyosensus-viewer
  Language:Jupyter Notebook