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URL: https://github.com/topics/single-object-tracking

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single-object-tracking

Here are 48 public repositories matching this topic...

open-mmlab / mmtracking

OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.

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

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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

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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

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Python

Little-Podi / Transformer_Tracking

This repository is a paper digest of Transformer-related approaches in visual tracking tasks.

tracking transformer awesome-list visual-tracking object-tracking cvpr iccv single-object-tracking ob eccv paper-list neurips

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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

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Python

wangxiao5791509 / VisEvent_SOT_Benchmark

[IEEE TCYB 2023] The first large-scale tracking dataset by fusing RGB and Event cameras.

spike event neuromorphic dvs single-object-tracking frame-event-tracking multi-modal-fusion visevent pengchenglab dynamic-vision-sensors neuromorphic-vision

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Python

Event-AHU / EventVOT_Benchmark

[CVPR-2024] The First High Definition (HD) Event based Visual Object Tracking Benchmark Dataset

visual-tracking multi-modal single-object-tracking visual-object-tracking cross-modality high-definition benchmark-dataset rgb-event event-based-tracking

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Python

Little-Podi / AiATrack

[ECCV'22] The official PyTorch implementation of our ECCV 2022 paper: "AiATrack: Attention in Attention for Transformer Visual Tracking".

tracking pytorch visual-tracking attention-mechanism object-tracking single-object-tracking vision-transformer eccv2022

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Python

LitingLin / LoRAT

[ECCV 2024] Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance

tracking single-object-tracking

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Python

YmShan / SDTrack

Offical implementation of "SDtrack: A baseline for event-based tracking via spiking neural networks" (CVPR 2026)

spiking-neural-networks single-object-tracking event-cameras neuromorphic-vision

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Python

ktzsh / object-tracking

Multiple Object Tracking System in Keras + (Detection Network - YOLO)

neural-network tensorflow detection keras lstm yolo faster-rcnn object-tracking darknet lstm-neural-networks rcnn single-object-tracking yolov2 multiple-object-tracking yolov3

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Python

Little-Podi / GRM

[CVPR'23] The official PyTorch implementation of our CVPR 2023 paper: "Generalized Relation Modeling for Transformer Tracking".

tracking pytorch visual-tracking attention-mechanism object-tracking single-object-tracking vision-transformer cvpr2023

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Python

vision4robotics / SiamAPN

This is the official code for SiamAPN & SiamAPN++

real-time single-object-tracking onboard-aerial-tracking

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Python

anhbantre / PersonFollowingRobot

Person Following Robot - Smart Trolley

robot computer-vision deep-learning ros object-detection 3d-vision single-object-tracking person-following-robot smart-trolley

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Python

Event-AHU / COESOT

[Pattern Recognition 2025] A large-scale benchmark dataset for color-event based visual tracking

transformer multi-modal single-object-tracking visual-object-tracking event-camera dynamic-vision-sensors benchmark-dataset rgb-event coesot multi-modality-tracking

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Python

Wangbiao2 / R1-Track

R1-Track: Direct Application of MLLMs to Visual Object Tracking via Reinforcement Learning.

deep-reinforcement-learning object-tracking single-object-tracking multimodal tracking-by-natural-language llm mllm grpo

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Python

byminji / SLTtrack

[ECCV 2022] Official implementation of the paper "Towards Sequence-Level Training for Visual Tracking"

tracking reinforcement-learning pytorch visual-tracking vot single-object-tracking sot eccv2022

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Python

wangxiao5791509 / TNL2K_evaluation_toolkit

Towards More Flexible and Accurate Object Tracking with Natural Language: Algorithms and Benchmark (CVPR 2021)

visual-tracking single-object-tracking tracking-algorithm tracking-by-natural-language

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MATLAB

goutamyg / SMAT

[WACV 2024] Separable Self and Mixed Attention Transformers for Efficient Object Tracking

visual-tracking single-object-tracking self-attention visual-object-tracking wacv wacv2024 mixed-attention

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Python

wangxiao5791509 / RGB-Thermal-Tracking-Paper-List

Paper collection of rgb-infrared tracking algorithms.

single-object-tracking tracking-algorithm rgb-infrared-tracking rgbt-tracking rbg-thermal-tracking

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