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centerpoint

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3D perception research with PyTorch/TensorFlow, PointNet++, PointRCNN/CenterPoint and CUDA/Slurm. Point-cloud upsampling on ModelNet40 and KITTI; FAU master's thesis.

  • Updated Oct 1, 2026
  • Python

NMS-free 3D object detection head for CenterPoint on OpenPCDet/KITTI: task-aligned one-to-one label assignment replaces Non-Maximum Suppression — +12.3 AP Pedestrian, +7.7 AP Cyclist, and 105 vs 76 FPS.

  • Updated Jul 29, 2026
  • Python

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