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A Design-Led Exploration of Material Interactions between Machine Learning and Digital Portraiture

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Published
Publication date6/11/2022
Host publication[ ] With Design: Reinventing Design Modes: Proceedings of the 9th Congress of the International Association of Societies of Design Research (IASDR 2021)
EditorsGerhard Bruyns, Huaxin Wei
Place of PublicationSingapore
PublisherSpringer
Pages3268-3283
Number of pages16
ISBN (Electronic)9789811944727
ISBN (Print)9789811944710
<mark>Original language</mark>English
EventIASDR 2021 - Hong Kong
Duration: 5/12/20219/12/2021

Conference

ConferenceIASDR 2021
Abbreviated titleIASDR 2021
Period5/12/219/12/21

Publication series

NameIASDR: Congress of the International Association of Societies of Design Research
PublisherSpringer
Volume9

Conference

ConferenceIASDR 2021
Abbreviated titleIASDR 2021
Period5/12/219/12/21

Abstract

Design materials are defined as a combination of what they are, what they do, and the ways they interact with other materials. In this pictorial, we explore the interactions between machine learning (as a design material) and another design material—the human face—in the form of digital portraiture. Employing an exploratory Research through Design approach we consider how machine learning simultaneously enriches and subverts the materiality of the human face. Through a combination of images and text, we offer some considerations and provocations for further research.