Ecosyste.ms: Repos

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GitHub topics: visual-object-tracking

z-x-yang/Segment-and-Track-Anything

An open-source project dedicated to tracking and segmenting any objects in videos, either automatically or interactively. The primary algorithms utilized include the Segment Anything Model (SAM) for key-frame segmentation and Associating Objects with Transformers (AOT) for efficient tracking and propagation purposes.

Language: Jupyter Notebook - Size: 230 MB - Last synced: 25 days ago - Pushed: about 1 month ago - Stars: 2,466 - Forks: 301

Xuchen-Li/VIIG

Website for Visual Intelligence Interest Group (VIIG), which has been updating since 2024.4.

Language: CSS - Size: 96.6 MB - Last synced: 12 days ago - Pushed: 13 days ago - Stars: 1 - Forks: 0

Event-AHU/COESOT

A large-scale benchmark dataset for color-event based visual tracking

Language: Python - Size: 39.1 MB - Last synced: 21 days ago - Pushed: about 1 month ago - Stars: 39 - Forks: 2

goutamyg/SMAT

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

Language: Python - Size: 1.81 MB - Last synced: 29 days ago - Pushed: 30 days ago - Stars: 21 - Forks: 4

Xuchen-Li/Awesome-Visual-Object-Tracking

A visual object tracking paper list, articles related to visual object tracking have been documented.

Size: 498 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 7 - Forks: 0

goutamyg/MVT

[BMVC 2023] Mobile Vision Transformer-based Visual Object Tracking

Language: Python - Size: 22.9 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 19 - 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: about 1 month ago - Pushed: about 1 month ago - Stars: 2 - Forks: 0

Horacehxw/SiamMargin

VOT2019: Discriminative Siamese Embedding for Object Tracking (SiamMargin)

Language: Python - Size: 41.6 MB - Last synced: about 1 month ago - Pushed: about 4 years ago - Stars: 2 - Forks: 0

debOliveira/MoCapRasp

Motion capture arena using only Raspberry Pi and open source libraries

Language: Jupyter Notebook - Size: 33.7 MB - Last synced: 19 days ago - Pushed: 6 months ago - Stars: 23 - Forks: 2

SHI-Yu-Zhe/Benchmarks-for-Single-Object-Visual-Tracking

Exploring through 7 popular datasets for visual object tracking, including OTB, UAV, VOT, LaSOT, NFS, TrackingNet and GOT-10k.

Size: 4.88 KB - Last synced: about 2 months ago - Pushed: over 4 years ago - Stars: 17 - Forks: 3

SHI-Yu-Zhe/Single-Object-Visual-Tracking_A-Paper-List

A complete paper list of Single-Object Visual Tracking Algorithms, Surveys and Benchmarks of recent years. Different from existing paper list, this project doesn't simply category the papers by publishment, but from a tracking challenge-tackling perspective.

Size: 130 KB - Last synced: about 2 months ago - Pushed: over 3 years ago - Stars: 17 - Forks: 6

Guanghan/lighttrack

LightTrack: A Generic Framework for Online Top-Down Human Pose Tracking

Language: Python - Size: 66 MB - Last synced: about 1 month ago - Pushed: about 4 years ago - Stars: 717 - Forks: 143

matteo-dunnhofer/SkiTB-toolkit

[WACV 2024] Official code repository to run experiments on the SkiTB dataset.

Language: Python - Size: 2.16 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 1 - Forks: 2

imatge-upc/rvos

RVOS: End-to-End Recurrent Network for Video Object Segmentation (CVPR 2019)

Language: Python - Size: 44.9 MB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 278 - Forks: 54

MagnateApe/sam-track-demo

Project dedicated to tracking and segmenting any objects in videos, either automatically or interactively. The primary algorithms utilized include the Segment Anything Model (SAM) for key-frame segmentation and Associating Objects with Transformers (AOT) for efficient tracking and propagation purposes.

Language: Jupyter Notebook - Size: 225 MB - Last synced: 3 months ago - Pushed: 8 months ago - Stars: 1 - Forks: 0

Vujas-Eteph/READMem

[BMVC 2023] READMem: Robust Embedding Association for a Diverse Memory in Unconstrained Video Object Segmentation

Language: Python - Size: 2.87 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 3 - 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: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

matteo-dunnhofer/TREK-150-toolkit

Official code repository to download the TREK-150 benchmark dataset and run experiments on it.

Language: Python - Size: 2.3 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 6 - Forks: 1

gzdshn/hoot-toolkit

Public toolkit for HOOT: Heavy Occlusions for Object Tracking Benchmark.

Language: Python - Size: 902 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 2 - Forks: 0

tmapana/EEE4022S

This is the repository for my final year project

Language: Python - Size: 522 MB - Last synced: 9 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 1

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: 11 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

maklachur/VOT-Paper-Summary

VOT-Paper-Summary: The objective of this repo is to provide Visual Object Tracking papers' overview concisely.

Size: 71.6 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 1 - Forks: 0

maklachur/SiamFRN

This work proposes a feature refined end-to-end tracking framework with a balanced performance using a high-level feature refine tracking framework. The feature refine module enhances the target feature representation power that allows the network to capture salient information to locate the target. The attention module is employed inside the feature refine mechanism to improve network discrimination power that augments the network ability to track the target in challenging scenarios.

Size: 24.1 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 4 - Forks: 0

maklachur/SCSAtt

Efficient Visual Tracking with Stacked Channel-Spatial Attention Learning

Language: Python - Size: 17.1 MB - Last synced: 7 months ago - Pushed: 12 months ago - Stars: 3 - Forks: 0

matteo-dunnhofer/CoCoLoT

Python implementation of the CoCoLoT tracker (aka mlpLT), winner of the Visual Object Tracking VOT2021 Long-term Challenge.

Language: Python - Size: 32.9 MB - Last synced: 12 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

fbasatemur/NA-OSTrack

Noise Aware OSTrack

Language: Python - Size: 1.08 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

SCIA-Premium/DNN

This repository contains the project of DNN class at EPITA. The goal of the project was to benchmark multiple type of Visual Object Trackers on multiple dataset using different metrics.

Language: Jupyter Notebook - Size: 19.1 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

A-Kerim/NOVA

NOVA: Rendering Virtual Worlds with Humans for Computer Vision Tasks

Size: 974 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0

mukul54/Visual-Object-Tracking

Some of the work done during the winter research intern at IIST, Trivandrum

Language: MATLAB - Size: 144 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

vivek2188/DaSiamRPN Fork of foolwood/DaSiamRPN

[ECCV2018] Distractor-aware Siamese Networks for Visual Object Tracking

Language: Python - Size: 8.42 MB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 0 - Forks: 0

Related Keywords
visual-object-tracking 30 visual-tracking 8 computer-vision 7 single-object-tracking 7 deep-learning 5 object-tracking 5 video-object-segmentation 3 benchmark 3 vot 3 siamese-network 3 visual-tracking-algorithms 3 tracking 3 bmvc 2 bmvc2023 2 vot2021 2 occlusion-handling 2 attention-mechanism 2 attention-network 2 channel-attention 2 object-tracker 2 siamese-neural-network 2 occlusion-detection 2 wacv2024 2 transformer 2 segment-anything-model 2 visual-language-tracking 2 interactive-segmentation 2 segment-anything 2 vot-challenge 1 human-computer-interaction 1 benchmark-dataset 1 siamese-networks 1 paper-summary 1 object-detection 1 siammask 1 coesot 1 dynamic-vision-sensors 1 autonomous-vehicles 1 opencv 1 event-camera 1 dataset 1 multi-modal 1 trek-150 1 ijcv 1 visual-odometry 1 trax 1 dasiamrpn 1 kcf 1 synthetic-dataset-generation 1 lasot 1 vot2022 1 long-term 1 imavis 1 icpr2022 1 iccv2021 1 spatial-attention 1 siamese-tracker 1 siamese-architecture 1 semantic-features 1 otb2015 1 high-level-feature 1 evaluation-methodologies 1 raspberrypi 1 raspberry-pi-4 1 raspberry-pi 1 optitrack 1 optical-tracking 1 open-source 1 motion-tracking 1 motion-capture 1 blob-detection 1 onnxruntime 1 mnn-framework 1 cpp 1 vision-transformer 1 mobile-vision-transformer 1 mixed-attention 1 self-attention 1 wacv 1 awesome-list 1 first-person-vision 1 egocentric-vision 1 multi-modality-tracking 1 segmentation 1 object-segmentation 1 conference-paper 1 video-processing 1 skiing 1 cviu 1 pose-tracking 1 pose-estimation 1 artificial-intelligence 1 rgb-event 1 surveys 1 papers 1 paper-list 1 benchmarks 1 survey 1 evaluation-metrics 1