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Keynote

Published:20 June 2018Publication History

ABSTRACT

Reducing power consumption has been one of the most important goals since the creation of electronic systems. Energy efficiency is increasingly important as battery-powered systems (such as smartphones, drones, and body cameras) are widely used. It is desirable using the on-board computers to recognize objects in the images captured by these cameras. The Low-Power Image Recognition Challenge (LPIRC) is an annual competition started in 2015, aiming to discover the best technology in both image recognition and energy conservation. In this talk, we will explains the rules of the competition and the rationale, summarizes the teams' scores, and describes the lessons learned in the past years. We will also discuss possible improvements of future challenges and collaboration opportunities with other events and competitions like ReQuEST.

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  • Published in

    cover image ACM Conferences
    ReQuEST '18: Proceedings of the 1st on Reproducible Quality-Efficient Systems Tournament on Co-designing Pareto-efficient Deep Learning
    June 2018
    44 pages
    ISBN:9781450359238
    DOI:10.1145/3229762

    Copyright © 2018 ACM

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    • Published: 20 June 2018

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