Image Generation Models (MEAP v5) by Vladimir Bok (.ePUB)+

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File Size: 29.6 MB

Image Generation Models: GANs, diffusion models, and transformers (MEAP v5) by Vladimir Bok
Requirements: .ePUB, .PDF reader, 29.6 MB
Overview: Master the essential models, algorithms, tools, and techniques for interpreting and generating images using AI. From digital special effects to medical image augmentation and analysis, Generative AI is revolutionizing the way we create and interpret visual information. Innovations including diffusion models, text-to-image generators, GANs, and more help you create photorealistic graphics, empower creative expression with text-to-image tools, and accurately recognize and describe visual elements for applications like image search. Image Generation Models will teach you the foundations of modern computer vision and equip you with the practical techniques you need to bring your ideas to life. Create your own denoising diffusion probabilistic models that can generate original imagery, and even implement a simplified text-to-image model! Plus, you’ll explore hybrid models that benefit from the strengths of multiple approaches, and even video-based generative AI. Throughout, real-world case studies demonstrate how these models can be put into action. For AI enthusiasts, developers, and data scientists familiar with Machine Learning basics and Python programming.
Genre: Non-Fiction > Tech & Devices

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