LiFT: Lightweight, FPGA-tailored 3D object detection based on LiDAR data

Konrad Lis, Tomasz Kryjak, Marek Gorgon

This paper presents LiFT, a lightweight, fully quantized 3D object detection algorithm for LiDAR data, optimized for real-time inference on FPGA platforms. Through an in-depth anal…