Work

Building Consistent Characters through Open-Source Generative AI

Year: 2024

Type: article

Abstract: This paper presents a pipeline for creating consistent characters using open-source generative AI tools, aimed at enhancing educational content. Through the use of XTTS, Fooocus, and FaceFusion, a talking avatar of the marine biologist Raffaele Issel was developed, accurately replicating his facial and vocal features. This study demonstrates how these tools can generate high-quality, engaging educational materials with minimal technical expertise and resources. The methodology facilitates the creation of interactive avatars for use in graphic novels and comic books, enriching museum and educational experiences.

Source: International Journal of Emerging Technologies in Learning (iJET)

DOI: 10.3991/ijet.v19i08.50223

Authors: Luca Martini, Lara La Tessa, Daniele Zolezzi

Institution: University of Genoa

Language: English

Topic: Generative Adversarial Networks and Image Synthesis

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

SDG: Quality education

Open Access status: gold

Estimated APC paid: $280