%0 Journal Article
	%A Ava Dodd and  Jonathan Adams
	%D 2021
	%J International Journal of Transport and Vehicle Engineering
	%B World Academy of Science, Engineering and Technology
	%I Open Science Index 177, 2021
	%T The Role of Synthetic Data in Aerial Object Detection
	%U https://publications.waset.org/pdf/10012287
	%V 177
	%X The purpose of this study is to explore the characteristics of developing a machine learning application using synthetic data. The study is structured to develop the application for the purpose of deploying the computer vision model. The findings discuss the realities of attempting to develop a computer vision model for practical purpose, and detail the processes, tools and techniques that were used to meet accuracy requirements. The research reveals that synthetic data represent another variable that can be adjusted to improve the performance of a computer vision model. Further, a suite of tools and tuning recommendations are provided.
	%P 572 - 577