Proposing novel generative artificial intelligence models in the path of Metaverse development

  • سال انتشار: 1402
  • محل انتشار: بیست و دومین کنفرانس بین المللی فناوری اطلاعات، کامپیوتر و مخابرات
  • کد COI اختصاصی: ITCT22_063
  • زبان مقاله: انگلیسی
  • تعداد مشاهده: 161
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نویسندگان

Benyamin Nak Hat

Master's degree, Urban Management, Yadgar Imam University, Tehran, Iran

چکیده

Generative AI is a new artificial intelligence (AI) technology that can automatically generate new content such as text, audio, image, and video using input data. In this research, the applications of generative artificial intelligence in the metaverse with the modeling approach of artificial intelligence in the creation of avatars, the use of chatGPT in the metaverse, have been investigated. Avatars are widely used as digital representatives of people in virtual environments, video games, online education and other industries. Using generative artificial intelligence algorithms and models, avatars with realistic quality can be created. In this paper, an innovative approach to build in the metaverse using image generative networks such as GAN is investigated. These networks can learn new image patterns according to random inputs and produce diverse and realistic images. Using recognition networks, the quality of the generated image is evaluated to improve the training process. Through these artificial intelligence methods, Metaverse can use advanced technology to create beautiful and realistic avatars and improve the user experience. This article is a review of the technologies as well as the future applications of generative artificial intelligence such as ChatGPT in the development of Metaverse technology, which explains the methods used, the results of the review and suggestions for the development of these technologies in different fields and the creation of creative content.

کلیدواژه ها

artificial intelligence, metaverse, avatar, generative AI, ChatGPT

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