Essays about: "Mullions"

Found 1 essay containing the word Mullions.

  1. 1. A Framework for Generative Product Design Powered by Deep Learning and Artificial Intelligence : Applied on Everyday Products

    University essay from Linköpings universitet/Maskinkonstruktion

    Author : Alexander Nilsson; Martin Thönners; [2018]
    Keywords : Generative Design; Deep Learning; Machine Learning; Artificial Intelligence; Variational Auto Encoder; Generative Adversarial Network; VAE; GAN; Design Variations; Windows; Mullions; Framework; Windows Dataset;

    Abstract : In this master’s thesis we explore the idea of using artificial intelligence in the product design process and seek to develop a conceptual framework for how it can be incorporated to make user customized products more accessible and affordable for everyone. We show how generative deep learning models such as Variational Auto Encoders and Generative Adversarial Networks can be implemented to generate design variations of windows and clarify the general implementation process along with insights from recent research in the field. READ MORE