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MVX-Net: Multimodal VoxelNet for 3D Object Detection

Introduction

[ALGORITHM]

We implement MVX-Net and provide its results and models on KITTI dataset.

@inproceedings{sindagi2019mvx,
  title={MVX-Net: Multimodal voxelnet for 3D object detection},
  author={Sindagi, Vishwanath A and Zhou, Yin and Tuzel, Oncel},
  booktitle={2019 International Conference on Robotics and Automation (ICRA)},
  pages={7276--7282},
  year={2019},
  organization={IEEE}
}

Results

KITTI

Backbone Class Lr schd Mem (GB) Inf time (fps) mAP Download
SECFPN 3 Class cosine 80e 6.7 63.0 model | log