Generative AI Models

Inbunden, Engelska, 2024

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The generative AI is especially powerful in several areas, such as text generation (product description, article writing), image and video generation (AI-generated pictures and videos for marketing industry), and voice and sound generation (for film industry). This book edition covers different topics of generative AI models, including: image generation techniques, video generation techniques, speech / voice generation techniques, and societal and ethical issues of these models.

Produktinformation

Utgivningsdatum2024-03-31
Mått152 x 229 x 30 mm
Vikt371 g
FormatInbunden
SpråkEngelska
Antal sidor417
FörlagArcler Press
ISBN9781774699201

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Artificiell intelligens inom Data och it

Jovan Pehcevski obtained his PhD in Computer Science from RMIT University in Melbourne, Australia in 2007. His research interests include modern data center technologies (XaaS), big data, machine learning and artificial intelligence, and information retrieval. He has published over 30 journal and conference papers and he also serves as a journal and conference reviewer. Jovan has extensive academic and research experience, coupled with practical expertise in the IT industry. He is currently working as a Senior Technology Consultant at Dell Technologies, covering South Eastern Europe.

Section 1 Image Generation TechniquesChapter 1 Research on Image Generation and Style Transfer Algorithm Based on Deep LearningChapter 2 An Overview of Image Caption Generation MethodsChapter 3 Application of an Improved DCGAN for Image GenerationChapter 4 Private Face Image Generation Method Based on Deidentification in Low LightChapter 5 Application of Remote Sensing Image Data Scene Generation Method in Smart CitySection 2 Video Generation TechniquesChapter 6 Realistic Speech-Driven Talking Video Generation with Personalized PoseChapter 7 Video Transformation in Big Video Era and its Impact on Content EditingChapter 8 A Fast Depth-Map Generation Algorithm Based on Motion Search from 2D Video ContentsChapter 9 Adaptive Content Management for UGC Video Delivery in Mobile Internet EraSection 3 Voice and Speech GenerationChapter 10 Generating the Voice of the Interactive Virtual AssistantChapter 11 Voice Quality Modelling for Expressive Speech SynthesisChapter 12 Prosodically Rich Speech Synthesis Interface Using Limited Data of Celebrity VoiceChapter 13 Resources for Development of Hindi Speech Synthesis System: An OverviewSection 4 Societal and Ethical IssuesChapter 14 How AI-Human Symbiotes May Reinvent Innovation and What the New Centaurs Will Mean for CitiesChapter 15 AI, Automation and New JobsChapter 16 Discussion on the Development of Artificial Intelligence in TaxationChapter 17 AI and Zen: AI Films as Reflections on Reality and IllusionChapter 18 Ecologically Sound Procedural Generation of Natural Environments