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The 55th Design Automation Conference (DAC) held its first System DesignContest (SDC) in 2018. SDC'18 features a lower power object detection challenge(LPODC) on designing and implementing novel algorithms based object detectionin images taken from unmanned aerial vehicles (UAV). The dataset includes 95categories and 150k images, and the hardware platforms include Nvidia's TX2 andXilinx's PYNQ Z1. DAC-SDC'18 attracted more than 110 entries from 12 countries.This paper presents in detail the dataset and evaluation procedure. It furtherdiscusses the methods developed by some of the entries as well asrepresentative results. The paper concludes with directions for futureimprovements.

DAC-SDC Low Power Object Detection Challenge for UAV Applications