DecoMind: A Generative AI System for Personalized Interior Design Layouts

TL;DR

DecoMind is an AI system that generates personalized interior design layouts by combining user preferences with advanced generative models, ensuring realistic and aligned designs.

Contribution

The paper presents a novel AI system integrating CLIP, Stable Diffusion, and classifiers for automated, personalized interior design layout generation.

Findings

Successfully generates personalized interior layouts.

Ensures design alignment with user preferences.

Automates interior design process effectively.

Abstract

This paper introduces a system for generating interior design layouts based on user inputs, such as room type, style, and furniture preferences. CLIP extracts relevant furniture from a dataset, and a layout that contains furniture and a prompt are fed to Stable Diffusion with ControlNet to generate a design that incorporates the selected furniture. The design is then evaluated by classifiers to ensure alignment with the user's inputs, offering an automated solution for realistic interior design.