PointPillars

LiDAR detector latency cut by optimizing voxelization, not backbone

Researchers profiling a LiDAR object detector discovered that the voxelization and scatter-to-pillars steps, not the 3D convolutional backbone, consumed approximately 40% of the per-frame latency. By moving the voxeliza…