Build a Text-to-Image Generator (MEAP V5) by Mark Liu (.ePUB)+
File Size: 52.9 MB
Build a Text-to-Image Generator (from Scratch) (MEAP V5) by Mark Liu
Requirements: .ePUB, .PDF reader, 52.9 MB
Overview: Build your own vision transformer and diffusion models for text-to-image generation–from scratch! Build a Text-to-Image Generator (from Scratch) takes you step-by-step through creating your own AI models that can generate images from text. You’ll explore two methods of image generation—vision transformers and diffusion models—and learn vital AI development techniques as you go. Build a Text-to-Image Generator (from Scratch) guides you through creating AI models that can generate amazing images from simple text prompts. You’ll explore two distinct methods, learning how transformers turn images into sequences of patches, and how diffusion models refine noise into coherent images. Author Mark Liu explains each stage with clear text, diagrams, and examples. You’ll develop models that can classify images, automatically add image captions, reconstruct images, and deliver high-resolution content. By the time you’re done, you’ll have a deep understanding of how image generation AI works—and the satisfaction of building your text-to-image models! For Machine Learning enthusiasts and data scientists with intermediate Python skills.
Genre: Non-Fiction > Tech & Devices
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