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Cloud-based Multi-Modal Information Analytics - A Hands-on Approach

Siddesh G M, Srinivasa K G, Srinidhi Hiriyannaiah
2023, Innbundet, Engelsk
Cloud-based Multi-Modal Information Analytics

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Cloud based Multi-Modal Information Analytics: A Hands-on Approach discusses the various modalities of data and provide an aggregated solution using cloud. It includes the fundamentals of neural networks, different types and how they can be used for the multi-modal information analytics. The various application areas that are image-centric and videos are also presented with deployment solutions in the cloud.

Features

  • Life cycle of the multi- modal data analytics is discussed with applications of modalities of text, image, and video.

  • Deep Learning fundamentals and architectures covering convolutional Neural Networks, recurrremt neural networks, and types of learning for different multi-modal networks.

    • Applications of Multi-Modal Analytics covering Text , Speech, and Image.

    • This book is aimed at researchers in Multi-modal analytics and related areas

    Produktegenskaper

    • Forfatter

      Siddesh G M, Srinivasa K G, Srinidhi Hiriyannaiah

    • Forlag/utgiver

      Chapman & Hall/CRC

    • Format

      Innbundet

    • Språk

      Engelsk

    • Utgivelsesår

      2023

    • Antall sider

      247

    • Serienavn

      Chapman & Hall/CRC Cloud Computing for Society 5.0

    • Utgivelsesdato

      29.06.2023

    • EAN

      9781032105673

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