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DeepFakes : Creation, Detection, and Impact

By: (Edited by) Loveleen Gaur

Werezi Extended Catalogue
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Ksh 20,750.00

Format: Hardback or Cased Book

ISBN-10: 103213920X

ISBN-13: 9781032139203

Publisher: Taylor & Francis Ltd

Imprint: CRC Press

Country of Manufacture: GB

Country of Publication: GB

Publication Date: Sep 8th, 2022

Print length: 148 Pages

Weight: 366 grams

Dimensions (height x width x thickness): 24.10 x 16.30 x 1.50 cms

Product Classification: Society & culture: general
Electrical engineering
Automatic control engineering
Environmental science, engineering & technology
Imaging systems & technology

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Apart from technological introduction to deepfakes concept, the book details algorithms to detect deepfakes, techniques for identifying manipulated content and identifying face swap, generative adversarial neural networks, media forensic techniques, deep learning architectures, forensic analysis of deepfakes and so forth.

Deepfakes is a synthetic media that leverage powerful Artificial Intelligence (AI) and machine learning (ML) techniques to generate fake visual and audio content that are extremely realistic, thus making it very hard for a human to distinguish from the original ones. Apart from technological introduction to the Deepfakes concept, the book details algorithms to detect Deepfakes, techniques for identifying manipulated content and identifying face swap, generative adversarial neural networks, media forensic techniques, deep learning architectures, forensic analysis of DeepFakes and so forth.

  • Provides a technical introduction to DeepFakes, its benefits, and the potential harms
  • Presents practical approaches of creation and detection of DeepFakes using Deep Learning (DL) Techniques
  • Draws attention towards various challenging issues and societal impact of DeepFakes with their existing solutions
  • Includes research analysis in the domain of DL fakes for assisting the creation and detection of DeepFakes applications
  • Discusses future research directions with emergence of DeepFakes technology

This book is aimed at graduate students, researchers and professionals in data science, artificial intelligence, computer vision, and machine learning.

Get DeepFakes by at the best price and quality guranteed only at Werezi Africa largest book ecommerce store. The book was published by Taylor & Francis Ltd and it has pages. Enjoy Shopping Best Offers & Deals on books Online from Werezi - Receive at your doorstep - Fast Delivery - Secure mode of Payment

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