“Illuminating Spaces, Effortlessly!”
I INTRODUCTION
“This project utilizes graph machine learning to enhance architectural lighting design. Through GraphSAGE, we classify light sources considering their features and interconnections with architectural components, aiming to streamline the design process and consistently achieve optimal lighting scenarios.”
I DESIGN PROCESS
I DATA SET
ZONES
EDGES
EDGES
I MODEL DEVELOPMENT
