Optimizing Deep-Neural-Network-Driven Autonomous Race Car Using Image Scaling

In this work we propose scaling down the image resolution of an autonomous vehicle and measuring the performance difference using pre-determined metrics. We formulated a testing strategy and provided suitable testing metrics for RC driven autonomous vehicles. Our goal is to measure and prove that sc...

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Bibliographic Details
Main Authors: Mahmoud Yaqub, Okuyama Yuichi, Fukuchi Tomohide, Kosuke Tanaka, Ando Iori
Format: Article
Language:English
Published: EDP Sciences 2020-01-01
Series:SHS Web of Conferences
Online Access:https://www.shs-conferences.org/articles/shsconf/pdf/2020/05/shsconf_etltc2020_04002.pdf