No Attention, No Problem: DPU-Aware Attention Approximation in Modern YOLO on FPGA

Suraj Karki, Qazi Arbab Ahmed, Thorsten Jungeblut

Edge-based Artificial Intelligence (AI) acceleration has recently improved progress in real-time object detection. Object detection on edge devices requires a balance between accur…