IT PARK
    Most Popular

    Ten application scenarios for blockchain

    Jun 29, 2025

    What is the relationship between cloud computing and cloud storage? The 3 major disadvantages of cloud computing explained!

    Jun 01, 2025

    Transforming the construction industry through digital twin modeling

    Jul 01, 2025

    IT PARK IT PARK

    • Home
    • Encyclopedia

      What is a port?

      Jul 01, 2025

      What to do with a laptop blue screen

      Jun 30, 2025

      Is it better to save the file as a zip archive or as the original file?

      Jun 29, 2025

      What is cross-site scripting attack

      Jun 28, 2025

      The difference between SLR and digital cameras

      Jun 27, 2025
    • AI

      Can AI Painting Replace Human Painters

      Jul 01, 2025

      Who owns the copyright of the paintings created by AI for you?

      Jun 30, 2025

      How does the meta universe "feed" artificial intelligence models?

      Jun 29, 2025

      Amazon Bedrock: How to Stay Competitive in Generative AI

      Jun 28, 2025

      AGI Avengers! Google Brain and DeepMind officially announced a merger

      Jun 27, 2025
    • Big Data

      Transforming the construction industry through digital twin modeling

      Jul 01, 2025

      How does big data start? From small data to big data

      Jun 30, 2025

      What is big data? What can big data do?

      Jun 29, 2025

      Benefits of big data analysis and how to analyze big data

      Jun 28, 2025

      Six benefits of big data for enterprises

      Jun 27, 2025
    • CLO

      Essential factors to consider for a successful cloud transformation journey

      Jul 01, 2025

      Building a Smart City: The Importance of Cloud Storage

      Jun 30, 2025

      SaaS sprawl: meaning, hazard, status quo and mitigation plan

      Jun 29, 2025

      What are the advantages and disadvantages of hybrid cloud?

      Jun 28, 2025

      Cloud computing has many applications in our daily life, what are the main ones?

      Jun 27, 2025
    • IoT

      6 Ways the Internet of Things is Transforming Agriculture

      Jul 01, 2025

      4 Big Challenges for IoT Data Collection and Management

      Jun 30, 2025

      Most enterprises expect a return on investment within one year of IoT deployment

      Jun 29, 2025

      What are the main applications of IoT in our real life?

      Jun 28, 2025

      IoT systems and why they are so important

      Jun 27, 2025
    • Blockchain

      Blockchain Common Consensus Mechanisms

      Jul 01, 2025

      How energy company Powerledger (POWR) is using blockchain to improve the world

      Jun 30, 2025

      Ten application scenarios for blockchain

      Jun 29, 2025

      What is a privacy coin? What is the difference between them and Bitcoin?

      Jun 28, 2025

      The difference between Bitcoin cash and Bitcoin

      Jun 27, 2025
    IT PARK
    Home » AI » How does the meta universe "feed" artificial intelligence models?
    AI

    How does the meta universe "feed" artificial intelligence models?

    AI models have many definitions today. They can be a parallel universe containing the digital version of human beings and the world, or a three-dimensional network that replaces today's two-dimensional network, or a graphical interface for predictive analysis and product design cooperation.
    Updated: Jun 29, 2025
    How does the meta universe "feed" artificial intelligence models?

    AI models have many definitions today. They can be a parallel universe containing the digital version of human beings and the world, or a three-dimensional network that replaces today's two-dimensional network, or a graphical interface for predictive analysis and product design cooperation.

    The visual world consists of many mobile parts that contain a variety of data types, interfaces, and artificial intelligence models. The 3D interface contains many data types of time and space related attributes, which are very important for capturing and analyzing past trends and predicting future development trends.

    This visual simulation technology has now been applied in some important projects, such as DeepMind's AlphaFold AI research project, which can predict the 3D structure of more than 200 million known proteins. Protein folding is the basis of drug discovery, and AlphaFold is used in medical research to treat COVID-19. In the field of high-performance computing, it provides conditions for researchers to collaborate in virtual simulation.

    As one of the biggest supporters of Nvidia, Nvidia promotes this concept through a product called Omniverse, which contains a set of artificial intelligence, software and vision technologies for research and scientific modeling.

    Nvidia has been vague about the features of Omniverse products, but recently revealed some information. The platform uses a complex set of technologies to collect, organize, translate and correlate data, which is eventually collected into a dataset. Artificial intelligence models will analyze these datasets and then provide visual models for scientific applications, which may include models such as understanding planetary movement trends or developing drugs.

    The latest cooperation case of the platform is that NOAA will use the technology of Omniverse and Lockheed Martin to visualize climate and weather trend data, and then provide these data to researchers for prediction and other research.

    The information collected by the OR3D platform developed by Lockheed Martin is very important for visualizing weather and climate data, including data from satellites, oceans, previous atmospheric trends and sensors. These data are specific OR3D file formats and will be built into "connectors" to convert data into file types according to the Universal Scene Description (USD) format.

    The USD file format has operators that can combine data such as positioning, direction, color, material and layer into a 3D file. Converting to the USD file format is very important. It allows visualization files to be shared and multiple users to collaborate, which is an important consideration in the virtual world. The USD file is also a converter, which decomposes different types of data in the OR3D file into the original input of the AI model.

    Data types can include time and space elements in 3D images, which is particularly important in visualizing climate and weather data. For example, past weather trends need to be captured in seconds or minutes, and maps need to be drawn based on time dependencies.

    One of Nvidia's tools, Nucleus, is the main engine of Omniverse, which converts OR3D files into USD files and processes runtime, physical simulation and data mapping from other file formats.

    The AI data set can include real-time updated weather data, and then input it into the AI model. Nvidia's multi-step process of importing original image data into USD is complex but scalable. It can support multiple data types and is considered more feasible than API connector (the latter is application specific and cannot be extended for different data types in a single complex model).

    The advantage of the USD file format is that it can process different types of data collected from satellites and sensors in real time, which helps to build more accurate AI models. At the same time, it can also be shared, which enables its data to be extended to other applications.

    artificial intelligence metaverse model
    Previous Article Is Predictive Maintenance the Ultimate Solution for the Internet of Things
    Next Article Iot and Internet misconceptions, which ones do you know?

    Related Articles

    Blockchain

    Blockchain insulation, the universe is open

    May 22, 2025
    AI

    Who owns the copyright of the paintings created by AI for you?

    Jun 30, 2025
    AI

    Smart classrooms: artificial intelligence and the future of education

    Jun 17, 2025
    Most Popular

    Ten application scenarios for blockchain

    Jun 29, 2025

    What is the relationship between cloud computing and cloud storage? The 3 major disadvantages of cloud computing explained!

    Jun 01, 2025

    Transforming the construction industry through digital twin modeling

    Jul 01, 2025
    Copyright © 2025 itheroe.com. All rights reserved. User Agreement | Privacy Policy

    Type above and press Enter to search. Press Esc to cancel.