GitHub topics: single-object-tracking
Little-Podi/Transformer_Tracking
This repository is a paper digest of Transformer-related approaches in visual tracking tasks.
Size: 4.73 MB - Last synced at: 10 days ago - Pushed at: 11 days ago - Stars: 303 - Forks: 30
mareksubocz/TrackNet 📦
:flashlight: Pytorch implementation of TrackNet
Language: Python - Size: 104 MB - Last synced at: 6 days ago - Pushed at: about 2 years ago - Stars: 28 - Forks: 7
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.
Language: Python - Size: 2.85 MB - Last synced at: 29 days ago - Pushed at: over 1 year ago - Stars: 3,727 - Forks: 605
wangxiao5791509/VisEvent_SOT_Benchmark
[IEEE TCYB 2023] The first large-scale tracking dataset by fusing RGB and Event cameras.
Language: Python - Size: 20 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 142 - Forks: 9
Wangbiao2/R1-Track
R1-Track: Direct Application of MLLMs to Visual Object Tracking via Reinforcement Learning.
Language: Python - Size: 1.72 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 32 - Forks: 1
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).
Language: Python - Size: 62.7 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 346 - Forks: 35
Event-AHU/COESOT
A large-scale benchmark dataset for color-event based visual tracking
Language: Python - Size: 39.1 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 59 - Forks: 5
MinLee0210/pysot Fork of STVIR/pysot
Siam-based SOT algorithms, a fork from STVIR/pysot
Language: Python - Size: 6.86 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
Little-Podi/GRM
[CVPR'23] The official PyTorch implementation of our CVPR 2023 paper: "Generalized Relation Modeling for Transformer Tracking".
Language: Python - Size: 660 KB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 75 - Forks: 8
MasterBin-IIAU/Unicorn
[ECCV'22 Oral] Towards Grand Unification of Object Tracking
Language: Python - Size: 21.4 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 950 - Forks: 87
Little-Podi/AiATrack
[ECCV'22] The official PyTorch implementation of our ECCV 2022 paper: "AiATrack: Attention in Attention for Transformer Visual Tracking".
Language: Python - Size: 60.6 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 112 - Forks: 12
Event-AHU/EventVOT_Benchmark
[CVPR-2024] The First High Definition (HD) Event based Visual Object Tracking Benchmark Dataset
Language: Python - Size: 41.6 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 104 - Forks: 5
byminji/SLTtrack
Official Implementation of Towards Sequence-Level Training for Visual Tracking (ECCV 2022)
Language: Python - Size: 4.89 MB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 54 - Forks: 5
goutamyg/MVT
[BMVC 2023] Mobile Vision Transformer-based Visual Object Tracking
Language: Python - Size: 22.9 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 22 - Forks: 4
goutamyg/SMAT
[WACV 2024] Separable Self and Mixed Attention Transformers for Efficient Object Tracking
Language: Python - Size: 1.81 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 35 - Forks: 5
wangxiao5791509/TNL2K_evaluation_toolkit
Towards More Flexible and Accurate Object Tracking with Natural Language: Algorithms and Benchmark (CVPR 2021)
Language: MATLAB - Size: 13.6 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 43 - Forks: 7
songheony/A3T
Official code of "AAA: Adaptive Aggregation of Arbitrary Online Trackers with Theoretical Performance Guarantee"
Language: Python - Size: 41.3 MB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 11 - Forks: 3
goutamyg/MVT.cpp
C++ implementation of "Mobile Vision Transformer-based Visual Object Tracking" (BMVC2023) and "Separable Self and Mixed Attention Transformers for Efficient Object Tracking" (WACV2024)
Language: C++ - Size: 16.5 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0
vision4robotics/SiamAPN
This is the official code for SiamAPN & SiamAPN++
Language: Python - Size: 14.1 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 67 - Forks: 9
ShreshthSaxena/TrackSS
Lightweight Swift package for adding real-time object tracking to any detector.
Language: Swift - Size: 726 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 15 - Forks: 3
RimTouny/Single-Object-Tracking-with-Yolov8
In computer vision, this project meticulously constructs a dataset for precise 'Shoe' tracking using YOLOv8 models. Emphasizing detailed data organization, advanced training, and nuanced evaluation, it provides comprehensive insights. A final project for the Computer Vision cousre on Ottawa Master's in (2023).
Language: Jupyter Notebook - Size: 15 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
Xuchen-Li/VideoCube-MGIT-toolkit Fork of huuuuusy/videocube-toolkit
The official python toolkit for evaluate performance on MGIT benchmark @NeurIPS2023 and VideoCube benchmark @TPAMI2023. Last updated on 2023.12.14 by Xuchen Li.
Language: Python - Size: 40.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
LSH9832/SOT-MNN
Single Object Tracking MNN Deployment (SiamRPN++)
Language: Python - Size: 398 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1
MasterBin-IIAU/UNINEXT
[CVPR'23] Universal Instance Perception as Object Discovery and Retrieval
Language: Python - Size: 17.5 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 1,332 - Forks: 150
ktzsh/object-tracking
Multiple Object Tracking System in Keras + (Detection Network - YOLO)
Language: Python - Size: 81.1 KB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 95 - Forks: 35
samuki/single-object-tracking
Evaluation of Single Object Tracking with SiamMask on the autonomous driving datasets A2D2 and KITTI.
Language: Python - Size: 103 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0
mhd-medfa/Single-Object-Tracker
[Remote Sens. 2022] 3D-SiamMask: Vision-Based Multi-Rotor Aerial-Vehicle Tracking for a Moving Object
Language: Python - Size: 88.5 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
fbasatemur/NA-OSTrack
Noise Aware OSTrack
Language: Python - Size: 1.08 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
asmaamirkhan/ObjectTracker-s-
Implementation of various methods of single / multi object tracking 🐾🛰
Language: Python - Size: 94 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 9 - Forks: 9
wangxiao5791509/RGB-Thermal-Tracking-Paper-List
Paper collection of rgb-infrared tracking algorithms.
Size: 1.28 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 34 - Forks: 9
wangxiao5791509/LGSearch_DDGAN_PyTorch
Tracking by Joint Local and Global Search: A Target-aware Attention based Approach (IEEE TNNLS 2021)
Language: Python - Size: 46.1 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 2
Little-Podi/Trackers_for_VOT_Toolkit
This repository contains several trackers integrated for VOT toolkit and their evaluation results.
Language: HTML - Size: 704 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0
Little-Podi/SlimTrack
The PyTorch implementation of my graduation project (awarded as Outstanding Graduation Thesis).
Size: 2.93 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0
borarak/detectron2-sot
Single object tracking (SOT) using detectron2
Language: Python - Size: 357 KB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 17 - Forks: 3
theoh-io/Perception-Pipeline
Perception pipeline to compare different method for Single Person Detection and Tracking
Language: Python - Size: 618 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0
songheony/AAA-WACV
Official code of "Adaptive Aggregation of Arbitrary Online Trackers with a Regret Bound", WACV 2020
Language: Python - Size: 111 MB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 2
jalabort/eurus
Python framework for Single Object Tracking (SOT)
Language: Python - Size: 93.8 KB - Last synced at: 3 months ago - Pushed at: about 8 years ago - Stars: 3 - Forks: 0
