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multi-object-tracking-segmentation

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mikel-brostrom /boxmot

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

machine-learning deep-learning yolo segmentation clip multi-object-tracking mot tensorrt tracking-by-detection mots osnet multi-object-tracking-segmentation bytetrack strongsort ocsort botsort deepocsort improvedassociation boosttrack oriented-bounding-box-tracking

UpdatedJul 14, 2025
Python

MasterBin-IIAU /UNINEXT

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

perception object-detection object-tracking single-object-tracking instance-segmentation multiple-object-tracking video-object-segmentation unified-model referring-expression-segmentation referring-expression-comprehension video-instance-segmentation multi-object-tracking-segmentation referring-video-object-segmentation

UpdatedJul 18, 2023
Python

MasterBin-IIAU /Unicorn

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

object-tracking single-object-tracking multiple-object-tracking video-object-segmentation multi-object-tracking-segmentation

UpdatedOct 17, 2022
Python

SysCV /pcan

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

tracking computer-vision segmentation mots video-instance-segmentation multi-object-tracking-segmentation neurips-2021

UpdatedAug 16, 2022
Python

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-tracking multi-object-tracking single-object-tracking tracking-by-detection video-object-segmentation multi-object-tracker pose-tracking video-object-tracking video-instance-segmentation multi-object-tracking-segmentation multi-object-track

UpdatedApr 26, 2022
Python

JialeCao001 /SipMask

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

tracking detection segmentation object-detection image-instance-segmentation video-instance-segmentation multi-object-tracking-segmentation

UpdatedMar 26, 2021
Jupyter Notebook

dvl-tum /motsynth-baselines

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

object-detection multi-object-tracking synthetic-data multi-object-tracking-segmentation

UpdatedMar 25, 2022
Python

Spritea /BoxMOTS

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

weakly-supervised-learning multi-object-tracking-segmentation

UpdatedMar 30, 2025
Python

MOTComplex /motcomplex.github.io

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

computer-vision multi-object-tracking-segmentation eccv2022

UpdatedOct 23, 2022
HTML

shahzeb-jadoon /MOTS_Mask-RCNN

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

mask-rcnn siamese-network mots multi-object-tracking-segmentation

UpdatedNov 12, 2024
Python

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

Resources for Multi-Object Tracking and Segmentation (MOTS)

awesome-list multi-object-tracking-segmentation

UpdatedJul 22, 2024

theocharistr /Deeplearning_Assignments

Deep Learning

python anomaly super-resolution anomaly-detection multi-object-tracking-segmentation

UpdatedJan 13, 2021
Jupyter Notebook

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