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awesome-3d-multi-object-tracking

A curated list of awesome 3DMOT code and resources.

Table of Contents

Name Features Languages Code Popularity
MOTBeyondPixels(ICRA 2018) Leverages Geometry and Shape Cues for Online MOT. MATLAB github
FANTrack(2019) Python gitlab
mahalanobis_3d_mot Winner of nuScenes Tracking Challenge at NeurIPS 2019. Python github
AB3DMOT(IROS 2020) A baseline method for 3DMOT with new metrics. Python github
CenterPoint(2020) 3D Object Detection and Tracking using center points in the bird-eye view. Python github
DeepFusionMOT(2022) 2D/3D Object Tracking using deep association to achieve higher HOTA, AssA, and lower IDSW. Python github
Name Features
KITTI
nuScenes

2019

2020

Contributions are very welcome! Please read the contribution guidelines first. If you spot any error, please feel free to report.

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