{"product_id":"generating-a-new-reality-from-autoencoders-and-adversarial-networks-to-deepfakes-9781484270912","title":"Generating a New Reality: From Autoencoders and Adversarial Networks to Deepfakes","description":"The emergence of artificial intelligence (AI) has brought us to the precipice of a new age where we struggle to understand what is real, from advanced CGI in movies to even faking the news. AI that was developed to understand our reality is now being used to create its own reality. \u003cbr\u003eIn this book we look at the many AI techniques capable of generating new realities. We start with the basics of deep learning. Then we move on to autoencoders and generative adversarial networks (GANs). We explore variations of GAN to generate content. The book ends with an in-depth look at the most popular generator projects.\u003cbr\u003eBy the end of this book you will understand the AI techniques used to generate different forms of content. You will be able to use these techniques for your own amusement or professional career to both impress and educate others around you and give you the ability to transform your own reality into something new. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eKnow the fundamentals of content generation from autoencoders to generative adversarial networks (GANs)\u003c\/li\u003e\n\u003cli\u003eExplore variations of GAN\u003c\/li\u003e\n\u003cli\u003eUnderstand the basics of other forms of content generation\u003c\/li\u003e\n\u003cli\u003eUse advanced projects such as Faceswap, deepfakes, DeOldify, and StyleGAN2\u003c\/li\u003e\n\u003c\/ul\u003e \u003cp\u003e\u003c\/p\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003cbr\u003eMachine learning developers and AI enthusiasts who want to understand AI content generation techniques \u003cp\u003e\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Apress\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/30\/2021\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781484270912\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 321\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.30lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.01w x 0.71d","brand":"Micheal Lanham","offers":[{"title":"Default Title","offer_id":40600696422581,"sku":"9781484270912","price":59.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_95c18d49-bc1a-4162-b8a7-e0add00b0c6e.jpg?v=1627358355","url":"https:\/\/pastforward.org\/products\/generating-a-new-reality-from-autoencoders-and-adversarial-networks-to-deepfakes-9781484270912","provider":"Past Forward","version":"1.0","type":"link"}