CVDec 24, 2023

Make-A-Character: High Quality Text-to-3D Character Generation within Minutes

arXiv:2312.15430v111 citationsh-index: 11
Originality Incremental advance
AI Analysis

This addresses the need for efficient 3D character generation for AI agents and the Metaverse, offering a user-friendly solution that is incremental in automating existing processes.

The paper tackles the problem of creating customized 3D characters from text descriptions, which is traditionally complex and time-consuming, by proposing the Make-A-Character framework that generates lifelike 3D avatars within 2 minutes.

There is a growing demand for customized and expressive 3D characters with the emergence of AI agents and Metaverse, but creating 3D characters using traditional computer graphics tools is a complex and time-consuming task. To address these challenges, we propose a user-friendly framework named Make-A-Character (Mach) to create lifelike 3D avatars from text descriptions. The framework leverages the power of large language and vision models for textual intention understanding and intermediate image generation, followed by a series of human-oriented visual perception and 3D generation modules. Our system offers an intuitive approach for users to craft controllable, realistic, fully-realized 3D characters that meet their expectations within 2 minutes, while also enabling easy integration with existing CG pipeline for dynamic expressiveness. For more information, please visit the project page at https://human3daigc.github.io/MACH/.

Foundations

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