Leveraging Generative AI in Creating Innovative and Functional Room Designs

In the realm of interior design, using artificial intelligence (AI) to produce aesthetically pleasing and practical space designs has grown in popularity. In this study, we provide a comprehensive interior design approach using state-of-the-art AI models [6]. Our methodology combines state-of-the-art methods such as Diffusion Prior Networks, Contrastive Language-Image Pre-training (CLIP), and Conditional Generative Adversarial Networks (GANs) to generate beautiful room interior designs and layouts based on textual descriptions. We provide a detailed description of each component, including details on how it functions and how it promotes the overall design process [3]. Through study and experimentation, we demonstrate the effectiveness of our system and its potential applications in revolutionising interior design processes.

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Publication Details

Published
2024-08-29
DOI
https://doi.org/10.1109/iceect61758.2024.10739133
Primary Topic
BIM and Construction Integration
Type
article
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article

Leveraging Generative AI in Creating Innovative and Functional Room Designs

Prasun Chakraborty, Harsh Ranjan, Aryan, Sujal Goyal et al.
BIM and Construction Integration
article

Leveraging Generative AI in Creating Innovative and Functional Room Designs

Prasun Chakraborty, Harsh Ranjan, Aryan, Sujal Goyal, Rishikesh Kumar, Atri Bandyopadhayay
article en

Abstract

In the realm of interior design, using artificial intelligence (AI) to produce aesthetically pleasing and practical space designs has grown in popularity. In this study, we provide a comprehensive interior design approach using state-of-the-art AI models [6]. Our methodology combines state-of-the-art methods such as Diffusion Prior Networks, Contrastive Language-Image Pre-training (CLIP), and Conditional Generative Adversarial Networks (GANs) to generate beautiful room interior designs and layouts based on textual descriptions. We provide a detailed description of each component, including details on how it functions and how it promotes the overall design process [3]. Through study and experimentation, we demonstrate the effectiveness of our system and its potential applications in revolutionising interior design processes.

KIIT University (IN)
Industry, innovation and infrastructure
Openalex Percentile: Top 79%
BIM and Construction Integration
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Leveraging Generative AI in Creating Innovative and Functional Room Designs — Prasun Chakraborty, Harsh Ranjan, et al. · (2024) | TGRS Research Map | TGRS