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

24 December 2023
Jianqiang Ren
Chao He
Lin Liu
Jiahao Chen
Yutong Wang
Yafei Song
Jianfang Li
Tangli Xue
Siqi Hu
Tao Chen
Kunkun Zheng
Jianjing Xiang
Liefeng Bo
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Abstract

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/.

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