Using AI to Design Stone Jewelry
This addresses the challenge of efficient jewelry design for artisans or manufacturers, but appears incremental as it applies existing methods to a new domain.
The paper tackled the problem of time-consuming stone jewelry design by proposing an optimization and machine learning approach to generate novel designs at scale, with evaluation showing the designs are highly likeable and visually appealing.
Jewelry has been an integral part of human culture since ages. One of the most popular styles of jewelry is created by putting together precious and semi-precious stones in diverse patterns. While technology is finding its way in the production process of such jewelry, designing it remains a time-consuming and involved task. In this paper, we propose a unique approach using optimization methods coupled with machine learning techniques to generate novel stone jewelry designs at scale. Our evaluation shows that designs generated by our approach are highly likeable and visually appealing.