title: Make-A-Character: High Quality Text-to-3D Character Generation within
    Minutes
summary: 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/.
paper_authors._id: 658ba380c88fda265cdea9b8
paper_authors.name: Jianqiang Ren
paper_authors._id: 658ba380c88fda265cdea9b9
paper_authors.name: Chao He
paper_authors._id: 658ba380c88fda265cdea9ba
paper_authors.name: Lin Liu
paper_authors._id: 658ba380c88fda265cdea9bb
paper_authors.name: Jiahao Chen
paper_authors._id: 658ba380c88fda265cdea9bc
paper_authors.name: Yutong Wang
paper_authors._id: 658ba380c88fda265cdea9bd
paper_authors.name: Yafei Song
paper_authors._id: 658ba380c88fda265cdea9be
paper_authors.name: Jianfang Li
paper_authors._id: 658ba380c88fda265cdea9bf
paper_authors.name: Tangli Xue
paper_authors._id: 658ba380c88fda265cdea9c0
paper_authors.name: Siqi Hu
paper_authors._id: 658ba380c88fda265cdea9c1
paper_authors.name: Tao Chen
paper_authors._id: 658ba380c88fda265cdea9c2
paper_authors.name: Kunkun Zheng
paper_authors._id: 658ba380c88fda265cdea9c3
paper_authors.name: Jianjing Xiang
paper_authors._id: 658ba380c88fda265cdea9c4
paper_authors.name: Liefeng Bo
paper_title: Make-A-Character: High Quality Text-to-3D Character Generation within
    Minutes
paper_summary: 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/.
paper_ai_summary: The Make-A-Character (Mach) framework uses large language and vision models to create realistic, 3D avatars from text descriptions efficiently, enabling customization and seamless integration with existing CG pipelines.
paper_ai_keywords: large language models large vision models textual intention understanding intermediate image generation human-oriented visual perception 3D generation modules 3D avatars