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Mastering AI Image Generation
A Comprehensive Guide to Creating Your Own AI Applications
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Mastering AI Image Generation
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Narrado por:
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Colin Campbell
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De:
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D.D. Graston
Acerca de este título
Unleash your creativity and unlock the potential of AI with Mastering AI Image Generation: A Comprehensive Guide to Creating Your Own AI Applications. This hands-on guide offers an in-depth and accessible exploration into the fascinating world of artificial intelligence and image generation. The book caters to a wide range of listeners, from beginners looking to understand the basics to seasoned AI enthusiasts seeking to expand their knowledge base and apply AI to real-world problems.
Immerse yourself in engaging chapters that illuminate core concepts in machine learning, deep learning, and neural networks, setting a strong foundation. Dive into generative models, exploring the power of Generative Adversarial Networks (GANs), Autoencoders, and Variational Autoencoders (VAEs). Become adept with essential tools, programming languages, and AI development environments with Python, TensorFlow, and PyTorch.
Get hands-on and build your first AI image-generating model, understanding data preparation, model design, training, evaluation, and troubleshooting. Take your skills to the next level with advanced AI image-generation techniques, learning about StyleGAN, Pix2Pix, CycleGAN, SRGANs, and much more.
Understand the practical applications and use-cases of AI in art, design, gaming, healthcare, real estate, and the fashion industry. Navigate the ethical and legal considerations associated with AI and image generation, while understanding bias, fairness, and responsible AI development.
In the concluding chapter, listeners are encouraged to take their AI skills to the next level and stay updated in the fast-paced world of AI. The book also provides resources for continued learning, a glossary of key AI and machine learning terms, and additional resources for learning.
From essential concepts to advanced techniques, practical applications, and ethical considerations, Mastering AI Image Generation is your ultimate guide to navigating the exciting world of AI and image generation. Explore, learn, build, and most importantly, have fun as you journey through the captivating landscape of AI with this comprehensive guide.
