Towards More Flexible and Accurate Object Tracking with Natural Language: Algorithms and Benchmark (CVPR 2021)
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Updated
May 31, 2024 - MATLAB
Towards More Flexible and Accurate Object Tracking with Natural Language: Algorithms and Benchmark (CVPR 2021)
This repository is a paper digest of Transformer-related approaches in visual tracking tasks.
[IEEE TCYB 2023] The first large-scale tracking dataset by fusing RGB and Event cameras.
[WACV 2024] Separable Self and Mixed Attention Transformers for Efficient Object Tracking
A large-scale benchmark dataset for color-event based visual tracking
[BMVC 2023] Mobile Vision Transformer-based Visual Object Tracking
C++ implementation of "Mobile Vision Transformer-based Visual Object Tracking" (BMVC2023) and "Separable Self and Mixed Attention Transformers for Efficient Object Tracking" (WACV2024)
The official python toolkit for evaluate performance on MGIT benchmark @NeurIPS2023 and VideoCube benchmark @TPAMI2022.
Lightweight Swift package for adding real-time object tracking to any detector.
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).
[CVPR'23] The official PyTorch implementation of our CVPR 2023 paper: "Generalized Relation Modeling for Transformer Tracking".
[ECCV'22] The official PyTorch implementation of our ECCV 2022 paper: "AiATrack: Attention in Attention for Transformer Visual Tracking".
Single Object Tracking MNN Deployment (SiamRPN++)
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.
[CVPR'23] Universal Instance Perception as Object Discovery and Retrieval
Person Following Robot - Smart Trolley
🔦 Pytorch implementation of TrackNet
[Remote Sens. 2022] 3D-SiamMask: Vision-Based Multi-Rotor Aerial-Vehicle Tracking for a Moving Object
Official Implementation of Towards Sequence-Level Training for Visual Tracking (ECCV 2022)
Noise Aware OSTrack
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