Investigating the optimisation of real-world and synthetic object detection training datasets through the consideration of environmental and simulation factors

Computer vision is used for many industrial applications involving automation, especially those related to efficiency and safety. Computer vision techniques which use machine learning, such as object detectors, need a dataset of images for training and testing. Publicly available datasets or new dat...

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Bibliographic Details
Main Authors: Callum Newman, Jon Petzing, Yee Mey Goh, Laura Justham
Format: Article
Language:English
Published: Elsevier 2022-05-01
Series:Intelligent Systems with Applications
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2667305322000199