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Rock-Track

This is the Official Repo For Paper 'RockTrack: A 3D Robust Multi-Camera-Ken Multi-Object Tracking Framework'.

The paper is currently in the first peer review. We plan to open the source code when the revised manuscript is submitted, thank you for your continued attention ✨.

Quick Overview

  • Warm-up 🔥! We released Rock-Track, a 3D MOT method for multi-camera detectors based on our previous method Poly-MOT. Welcome to follow.

  • We propose Rock-Track, a 3D Robust Multi-Camera-Ken MOT framework with only camera input 📷. RockTrack achieves state-of-the-art performance on the nuScenes vision-only tracking leaderboard with 59.1% AMOTA and exhibits impressive real-time capabilities 🚀.

Visualization

The visualization of RockTrack with the BEVHeight detector on the nuScenes val set.

scenes-17

scenes-101

Sorry they are a bit blurry 😦, you can download the raw video in .mp4 format.

Contact

Welcome to follow our previous work 'Poly-MOT: A Polyhedral Framework For 3D Multi-Object Tracking'.

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