An Intelligent System for Image Generation in Unity

This study examines the utilization of ChatGPT API inside the Unity framework to automate the creation of prompts for Stable Diffusion. This enables the automatic generation of textures and pictures for sprites in Unity. Our technique aims to accelerate the content development process by leveraging ChatGPT's language generation capabilities to generate diverse and contextually appropriate prompts for Stable Diffusion. By conducting experiments and careful examination, we tried to demonstrate the efficacy of our integrated system in producing graphic resources for Unity projects. This work's distinctive contribution lies in the smooth integration of language production with image generation, resulting in more efficient content creation inside the Unity environment. The results of our study suggest that integrating ChatGPT into Unity not only simplifies the process of generating prompts, but also opens up possibilities for creative and dynamic sprite design. The ramifications of this research extend to the fields of computer graphics and game production, offering a novel method for automating and enhancing the visual aspects of virtual worlds.

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Publication Details

Published
2024-09-30
DOI
https://doi.org/10.1109/smartblock4africa61928.2024.10779539
Primary Topic
Neural Networks and Applications
Type
article
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article

An Intelligent System for Image Generation in Unity

Ioan-Alexandru Bratosin, Ramona-Cristina Popa, Nicolae Goga, Diana-Alexandra Ciungan
Neural Networks and Applications
article

An Intelligent System for Image Generation in Unity

Ioan-Alexandru Bratosin, Ramona-Cristina Popa, Nicolae Goga, Diana-Alexandra Ciungan
article en

Abstract

This study examines the utilization of ChatGPT API inside the Unity framework to automate the creation of prompts for Stable Diffusion. This enables the automatic generation of textures and pictures for sprites in Unity. Our technique aims to accelerate the content development process by leveraging ChatGPT's language generation capabilities to generate diverse and contextually appropriate prompts for Stable Diffusion. By conducting experiments and careful examination, we tried to demonstrate the efficacy of our integrated system in producing graphic resources for Unity projects. This work's distinctive contribution lies in the smooth integration of language production with image generation, resulting in more efficient content creation inside the Unity environment. The results of our study suggest that integrating ChatGPT into Unity not only simplifies the process of generating prompts, but also opens up possibilities for creative and dynamic sprite design. The ramifications of this research extend to the fields of computer graphics and game production, offering a novel method for automating and enhancing the visual aspects of virtual worlds.

University of Groningen (NL), Universitatea Națională de Știință și Tehnologie Politehnica București (RO)
Openalex Percentile: Top 79%
Neural Networks and Applications
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