Towards Co-Creative Generative Adversarial Networks for Fashion Designers

• DOI: 10.48550/arxiv.2304.09477
• Publication Date: 2023-01-01
• Authors: Imke Grabe; Jichen Zhu
• Keywords: Co-design; Co-Creation

Originating from the premise that Generative Adversarial Networks (GANs) enrich creative processes rather than diluting them, we describe an ongoing PhD project proposes to study GANs in a co-creative context. By asking How can be applied co-creation, and doing so, how they contribute fashion design processes? sets out investigate GAN applications further develop them for specific application area of design. We do so by drawing on field mixed-initiative co-creation. Combined with technical insight into GANs' functioning, aim understand their algorithmic properties translate interactive interfaces co-creation propose new interactions.