This project implements a multi-camera tracking system that combines YOLO object detection, epipolar geometry-based matching, triangulation and 3D tracking to provide 3D object localization and ...
Traffic monitoring plays a vital role in smart city infrastructure, road safety, and urban planning. Traditional detection systems, including earlier deep learning models, often struggle with ...
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Abstract: Visual object detection is vital for autonomous vehicles and robot navigation. While 2D object detection has progressed significantly, 3D detection remains challenging. LiDAR-based methods ...
Abstract: Recent success in 3D object detection have underscored its importance in autonomous driving, particularly through the integration of diverse sensor modalities like RGB images and LiDAR point ...
[2025-07-04]: We have fixed the bug of 'mot_3d' [2025-06-12]: The RoboSense Challenge is online. Track 5: Cross-Platform 3D Object Detection focuses on the development of robust 3D object detectors ...