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Make Art With Artificial Intelligence

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Make Art with Artificial Intelligence

Make Art with Artificial Intelligence Book
Author : Kevin Ashley
Publisher : Unknown
Release : 2021-11-09
ISBN : 0987650XXX
File Size : 38,8 Mb
Language : En, Es, Fr and De

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Make Art with Artificial Intelligence Book PDF/Epub Download

MAKE ART with Artificial Intelligence A guide on practical artificial intelligence for drawing, art, illustration, and design - for everyone interested in creativity, art, and technology. The book has hundreds of original illustrations made or augmented with AI, 20+ online and video tutorials, 35+ Python notebooks, a GitHub repository and a blockchain art gallery. Written and illustrated by Kevin Ashley, a Microsoft developer hall of fame engineer, and an author of books and courses on artificial intelligence. Think of this book as v3.0 of your drawing class manual on how to sketch, draw faces, emotions, body poses, landscapes, apply light, color, style, emotion, expressions, perspective, generate animations, speech and more with artificial intelligence. All artwork from this book is created or augmented with machine learning and available in online NFT gallery, as well as tutorials and practical examples. The impact of this book in data science community inspired a group of Microsoft engineers and data scientists to implement a project they called Azure Picasso to streamline the path from a conceptual artwork, enhanced with artificial intelligence to publishing art in online galleries. FROM REVIEWS This is similar to the best lecture classes I had in college where the professor talked in class about the concepts and fundamentals but then gave us homework that would let us experiment and try out the concepts hands-on. As an artist who has 30 years of artwork looking to share, I love this book because it's approachable to the novice and useful to the expert. EDITIONS Beautiful Paperback, 8x10, color edition, more illustrations than the e-book, reads like an art book, beautiful print and high-quality paper. eBook - easy to read on phones, tablets and online readers, reflowing text, great for practical tutorials, as the book has many links to tutorials. CONTENTS Getting Started (History of Art and AI - Drawing - Sketching - Action and Poses - Landscapes and Scenery - Animation - Selling your Art) Creative Tools (Traditional tools - Digital tools - AI Tools - Python - Notebooks - Practice Studies). Neural Networks for Art (Neurons - Neural networks - Supervised learning - Unsupervised learning - Generative Adversarial Networks - Machine Learning Models and Training - Reinforcement learning - Practice Studies) Drawing and Sketching with AI (Sketching - Improving Sketches with AI - Childhood Drawings - Creativity - Inking - Shading and Light - Coloring - Practice Studies) Faces and Facial Expressions (How AI recognizes human faces - Facial features - Emotions - 3D Faces - Cartoons and Caricature - Anime and Manga - Generating Faces with AI) Pose and Actions with AI (Action with AI - Keypoints - Pose Estimation - Drawing Human Body - Human Pose Datasets - Perspective and Depth) Landscapes and Scenery (Landscapes - Generating Landscapes - AI Models and Methods for Landscapes - Practice Studies) Style and Content (Style and Style Transfer in Art and AI - Generative Adversarial Networks - Creative Style) Animation with AI (History of Animation - 12 Principles of Animation - Using AI for Animation - Animating Speech, Lips and Faces) How to Sell your Art with Blockchain and NFT (Why Blockchain - Smart Contracts and NFTs - Creating a Crypto Wallet - Creating your Gallery - Listing for Sale - Getting Paid) The book comes with online tutorials, including assets, resources and notebooks for artists, data scientists or engineers. With basic Python you can create stunning works of art, but the knowledge of Python is not required. Enjoy this unique and insightful book!

Art in the Age of Machine Learning

Art in the Age of Machine Learning Book
Author : Sofian Audry
Publisher : MIT Press
Release : 2021-11-23
ISBN : 0262367106
File Size : 48,5 Mb
Language : En, Es, Fr and De

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Art in the Age of Machine Learning Book PDF/Epub Download

An examination of machine learning art and its practice in new media art and music. Over the past decade, an artistic movement has emerged that draws on machine learning as both inspiration and medium. In this book, transdisciplinary artist-researcher Sofian Audry examines artistic practices at the intersection of machine learning and new media art, providing conceptual tools and historical perspectives for new media artists, musicians, composers, writers, curators, and theorists. Audry looks at works from a broad range of practices, including new media installation, robotic art, visual art, electronic music and sound, and electronic literature, connecting machine learning art to such earlier artistic practices as cybernetics art, artificial life art, and evolutionary art. Machine learning underlies computational systems that are biologically inspired, statistically driven, agent-based networked entities that program themselves. Audry explains the fundamental design of machine learning algorithmic structures in terms accessible to the nonspecialist while framing these technologies within larger historical and conceptual spaces. Audry debunks myths about machine learning art, including the ideas that machine learning can create art without artists and that machine learning will soon bring about superhuman intelligence and creativity. Audry considers learning procedures, describing how artists hijack the training process by playing with evaluative functions; discusses trainable machines and models, explaining how different types of machine learning systems enable different kinds of artistic practices; and reviews the role of data in machine learning art, showing how artists use data as a raw material to steer learning systems and arguing that machine learning allows for novel forms of algorithmic remixes.

The Artist in the Machine

The Artist in the Machine Book
Author : Arthur I. Miller
Publisher : MIT Press
Release : 2019-10-01
ISBN : 0262042851
File Size : 31,7 Mb
Language : En, Es, Fr and De

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The Artist in the Machine Book PDF/Epub Download

An authority on creativity introduces us to AI-powered computers that are creating art, literature, and music that may well surpass the creations of humans. Today's computers are composing music that sounds “more Bach than Bach,” turning photographs into paintings in the style of Van Gogh's Starry Night, and even writing screenplays. But are computers truly creative—or are they merely tools to be used by musicians, artists, and writers? In this book, Arthur I. Miller takes us on a tour of creativity in the age of machines. Miller, an authority on creativity, identifies the key factors essential to the creative process, from “the need for introspection” to “the ability to discover the key problem.” He talks to people on the cutting edge of artificial intelligence, encountering computers that mimic the brain and machines that have defeated champions in chess, Jeopardy!, and Go. In the central part of the book, Miller explores the riches of computer-created art, introducing us to artists and computer scientists who have, among much else, unleashed an artificial neural network to create a nightmarish, multi-eyed dog-cat; taught AI to imagine; developed a robot that paints; created algorithms for poetry; and produced the world's first computer-composed musical, Beyond the Fence, staged by Android Lloyd Webber and friends. But, Miller writes, in order to be truly creative, machines will need to step into the world. He probes the nature of consciousness and speaks to researchers trying to develop emotions and consciousness in computers. Miller argues that computers can already be as creative as humans—and someday will surpass us. But this is not a dystopian account; Miller celebrates the creative possibilities of artificial intelligence in art, music, and literature.

AI Art

AI Art Book
Author : Joanna Zylinska
Publisher : Unknown
Release : 2020-07-15
ISBN : 9781785420856
File Size : 41,6 Mb
Language : En, Es, Fr and De

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AI Art Book PDF/Epub Download

In AI Art, Joanna Zylinska cuts through the smoke and mirrors surrounding the current narratives of computation, robotics and Artificial Intelligence. Offering a critique of the political underpinnings of AI and its dominant aesthetics, this book raises broader questions about the conditions of art making, creativity and labour today.

The Creativity Code

The Creativity Code Book
Author : Marcus Du Sautoy
Publisher : Harvard University Press
Release : 2020-03-03
ISBN : 0674244710
File Size : 47,5 Mb
Language : En, Es, Fr and De

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The Creativity Code Book PDF/Epub Download

“A brilliant travel guide to the coming world of AI.” —Jeanette Winterson What does it mean to be creative? Can creativity be trained? Is it uniquely human, or could AI be considered creative? Mathematical genius and exuberant polymath Marcus du Sautoy plunges us into the world of artificial intelligence and algorithmic learning in this essential guide to the future of creativity. He considers the role of pattern and imitation in the creative process and sets out to investigate the programs and programmers—from Deep Mind and the Flow Machine to Botnik and WHIM—who are seeking to rival or surpass human innovation in gaming, music, art, and language. A thrilling tour of the landscape of invention, The Creativity Code explores the new face of creativity and the mysteries of the human code. “As machines outsmart us in ever more domains, we can at least comfort ourselves that one area will remain sacrosanct and uncomputable: human creativity. Or can we?...In his fascinating exploration of the nature of creativity, Marcus du Sautoy questions many of those assumptions.” —Financial Times “Fascinating...If all the experiences, hopes, dreams, visions, lusts, loves, and hatreds that shape the human imagination amount to nothing more than a ‘code,’ then sooner or later a machine will crack it. Indeed, du Sautoy assembles an eclectic array of evidence to show how that’s happening even now.” —The Times

Make Art with Artificial Intelligence

Make Art with Artificial Intelligence Book
Author : Kevin Ashley
Publisher : Unknown
Release : 2021-04
ISBN : 0987650XXX
File Size : 49,5 Mb
Language : En, Es, Fr and De

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Make Art with Artificial Intelligence Book PDF/Epub Download

MAKE ART with Artificial Intelligence A guide on practical artificial intelligence for drawing, art, illustration, and design - for everyone interested in creativity, art, and technology. The book has hundreds of original illustrations made or augmented with AI, 20+ online and video tutorials, 35+ Python notebooks, a GitHub repository and a blockchain art gallery. Written and illustrated by Kevin Ashley, a Microsoft developer hall of fame engineer, and an author of books and courses on artificial intelligence. Think of this book as v3.0 of your drawing class manual on how to sketch, draw faces, emotions, body poses, landscapes, apply light, color, style, emotion, expressions, perspective, generate animations, speech and more with artificial intelligence. All artwork from this book is created or augmented with machine learning and available in online NFT gallery, as well as tutorials and practical examples. The impact of this book in data science community inspired a group of Microsoft engineers and data scientists to implement a project they called Azure Picasso to streamline the path from a conceptual artwork, enhanced with artificial intelligence to publishing art in online galleries. FROM REVIEWS This is similar to the best lecture classes I had in college where the professor talked in class about the concepts and fundamentals but then gave us homework that would let us experiment and try out the concepts hands-on. As an artist who has 30 years of artwork looking to share, I love this book because it's approachable to the novice and useful to the expert. EDITIONS Beautiful Paperback, 8x10, color edition, more illustrations than the e-book, reads like an art book, beautiful print and high-quality paper. eBook - easy to read on phones, tablets and online readers, reflowing text, great for practical tutorials, as the book has many links to tutorials. CONTENTS Getting Started (History of Art and AI - Drawing - Sketching - Action and Poses - Landscapes and Scenery - Animation - Selling your Art) Creative Tools (Traditional tools - Digital tools - AI Tools - Python - Notebooks - Practice Studies). Neural Networks for Art (Neurons - Neural networks - Supervised learning - Unsupervised learning - Generative Adversarial Networks - Machine Learning Models and Training - Reinforcement learning - Practice Studies) Drawing and Sketching with AI (Sketching - Improving Sketches with AI - Childhood Drawings - Creativity - Inking - Shading and Light - Coloring - Practice Studies) Faces and Facial Expressions (How AI recognizes human faces - Facial features - Emotions - 3D Faces - Cartoons and Caricature - Anime and Manga - Generating Faces with AI) Pose and Actions with AI (Action with AI - Keypoints - Pose Estimation - Drawing Human Body - Human Pose Datasets - Perspective and Depth) Landscapes and Scenery (Landscapes - Generating Landscapes - AI Models and Methods for Landscapes - Practice Studies) Style and Content (Style and Style Transfer in Art and AI - Generative Adversarial Networks - Creative Style) Animation with AI (History of Animation - 12 Principles of Animation - Using AI for Animation - Animating Speech, Lips and Faces) How to Sell your Art with Blockchain and NFT (Why Blockchain - Smart Contracts and NFTs - Creating a Crypto Wallet - Creating your Gallery - Listing for Sale - Getting Paid) The book comes with online tutorials, including assets, resources and notebooks for artists, data scientists or engineers. With basic Python you can create stunning works of art, but the knowledge of Python is not required. Enjoy this unique and insightful book!

Beyond the Creative Species

Beyond the Creative Species Book
Author : Oliver Bown
Publisher : MIT Press
Release : 2021-02-23
ISBN : 0262361760
File Size : 50,5 Mb
Language : En, Es, Fr and De

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Beyond the Creative Species Book PDF/Epub Download

A multidisciplinary introduction to the field of computational creativity, analyzing the impact of advanced generative technologies on art and music. As algorithms get smarter, what role will computers play in the creation of music, art, and other cultural artifacts? Will they be able to create such things from the ground up, and will such creations be meaningful? In Beyond the Creative Species, Oliver Bown offers a multidisciplinary examination of computational creativity, analyzing the impact of advanced generative technologies on art and music. Drawing on a wide range of disciplines, including artificial intelligence and machine learning, design, social theory, the psychology of creativity, and creative practice research, Bown argues that to understand computational creativity, we must not only consider what computationally creative algorithms actually do, but also examine creative artistic activity itself.

Machine Learning

Machine Learning Book
Author : Peter Flach
Publisher : Cambridge University Press
Release : 2012-09-20
ISBN : 1107096391
File Size : 42,9 Mb
Language : En, Es, Fr and De

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Machine Learning Book PDF/Epub Download

Covering all the main approaches in state-of-the-art machine learning research, this will set a new standard as an introductory textbook.

Artificial Intelligence in Music Sound Art and Design

Artificial Intelligence in Music  Sound  Art and Design Book
Author : Juan Romero,Anikó Ekárt,Tiago Martins,João Correia
Publisher : Springer Nature
Release : 2020-04-09
ISBN : 3030438597
File Size : 46,5 Mb
Language : En, Es, Fr and De

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Artificial Intelligence in Music Sound Art and Design Book PDF/Epub Download

This book constitutes the refereed proceedings of the 9th European Conference on Artificial Intelligence in Music, Sound, Art and Design, EvoMUSART 2020, held as part of Evo*2020, in Seville, Spain, in April 2020, co-located with the Evo*2020 events EuroGP, EvoCOP and EvoApplications. The 15 revised full papers presented were carefully reviewed and selected from 31 submissions. The papers cover a wide spectrum of topics and application areas, including generative approaches to music and visual art, deep learning, and architecture.

How To Create Art With Artificial Intelligence

How To Create Art With Artificial Intelligence Book
Author : L. D. TAYLOR
Publisher : xPub
Release : 2023-01-08
ISBN : 0987650XXX
File Size : 26,6 Mb
Language : En, Es, Fr and De

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How To Create Art With Artificial Intelligence Book PDF/Epub Download

To create AI-generated art, artists use AI as a creative tool and work with algorithms to set up specific rules through which machines analyze thousands of images to comprehend a particular creation process, like a specific style or aesthetic. Dall-E 2, Stable Diffusion and other methods are explained. Quick Reference

Research Handbook on the Law of Artificial Intelligence

Research Handbook on the Law of Artificial Intelligence Book
Author : Woodrow Barfield,Ugo Pagallo
Publisher : Edward Elgar Publishing
Release : 2018-12-28
ISBN : 1786439050
File Size : 36,8 Mb
Language : En, Es, Fr and De

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Research Handbook on the Law of Artificial Intelligence Book PDF/Epub Download

The field of artificial intelligence (AI) has made tremendous advances in the last two decades, but as smart as AI is now, it is getting smarter and becoming more autonomous. This raises a host of challenges to current legal doctrine, including whether AI/algorithms should count as ‘speech’, whether AI should be regulated under antitrust and criminal law statutes, and whether AI should be considered as an agent under agency law or be held responsible for injuries under tort law. This book contains chapters from US and international law scholars on the role of law in an age of increasingly smart AI, addressing these and other issues that are critical to the evolution of the field.

Tactical Entanglements

Tactical Entanglements Book
Author : Martin Zeilinger
Publisher : Unknown
Release : 2021-06-18
ISBN : 9783957961839
File Size : 53,6 Mb
Language : En, Es, Fr and De

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Tactical Entanglements Book PDF/Epub Download

How do artistic experiments with artificial intelligence problematize human-centered notions of creative agency, authorship, and ownership? Offering a wide-ranging discussion of contemporary digital art practices, philosophical and technical considerations of AI, posthumanist thought, and emerging issues of intellectual property and the commons, this book is firmly positioned against the anthropomorphic spectacle of "creative AI." It proposes instead the concept of the posthumanist agential assemblage, and invites readers to consider what new types of creative practice, what reconfigurations of the author function, and what critical interventions become possible when AI art provokes tactical entanglements between aesthetics, law, and capital.

Artificial Intelligence in Music Sound Art and Design

Artificial Intelligence in Music  Sound  Art and Design Book
Author : Juan Romero,Tiago Martins,Nereida Rodríguez-Fernández
Publisher : Springer
Release : 2021-04-02
ISBN : 9783030729134
File Size : 26,6 Mb
Language : En, Es, Fr and De

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Artificial Intelligence in Music Sound Art and Design Book PDF/Epub Download

This book constitutes the refereed proceedings of the 10th European Conference on Artificial Intelligence in Music, Sound, Art and Design, EvoMUSART 2021, held as part of Evo* 2021, as Virtual Event, in April 2021, co-located with the Evo* 2021 events, EvoCOP, EvoApplications, and EuroGP. The 24 revised full papers and 7 short papers presented in this book were carefully reviewed and selected from 66 submissions. They cover a wide range of topics and application areas, including generative approaches to music and visual art, deep learning, and architecture.

NFTs For Dummies

NFTs For Dummies Book
Author : Tiana Laurence,Seoyoung Kim
Publisher : John Wiley & Sons
Release : 2021-11-08
ISBN : 1119843332
File Size : 52,8 Mb
Language : En, Es, Fr and De

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NFTs For Dummies Book PDF/Epub Download

Get a grip on NFTs and learn how to get in the game It's not often that a brand-new investment comes along that revolutionizes how we buy and sell digital assets. But that's what non-fungible tokens (NFTs) did. Built on blockchain tech, NFTs are shaking up the world of digital commodity investing. And you can get your slice of the pie before everyone jumps into the arena. In NFTs For Dummies, you'll find straightforward answers to critical aspects of the NFT phenomenon. You'll learn exactly what non-fungible tokens really are, how you can find them, and even how to create your own valuable NFTs. You'll also discover: How to find reliable and safe NFT marketplaces where you can be sure you're dealing with reputable buyers and sellers A peek behind the NFT curtain to see how NFTs work and what, exactly, you own when you buy or make an NFT Discussions of the kinds of digital properties that can be converted into an NFT Perfect for anyone who wants to learn about the market for buying, selling, and creating crypto collectibles, NFTs For Dummies is the only resource you'll need to get a handle on this cutting-edge tech and start making it work for you.

Working with AI

Working with AI Book
Author : Thomas H. Davenport,Steven M. Miller
Publisher : MIT Press
Release : 2022-09-27
ISBN : 0262047241
File Size : 36,6 Mb
Language : En, Es, Fr and De

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Working with AI Book PDF/Epub Download

Two management and technology experts show that AI is not a job destroyer, exploring worker-AI collaboration in real-world work settings. This book breaks through both the hype and the doom-and-gloom surrounding automation and the deployment of artificial intelligence-enabled—“smart”—systems at work. Management and technology experts Thomas Davenport and Steven Miller show that, contrary to widespread predictions, prescriptions, and denunciations, AI is not primarily a job destroyer. Rather, AI changes the way we work—by taking over some tasks but not entire jobs, freeing people to do other, more important and more challenging work. By offering detailed, real-world case studies of AI-augmented jobs in settings that range from finance to the factory floor, Davenport and Miller also show that AI in the workplace is not the stuff of futuristic speculation. It is happening now to many companies and workers. These cases include a digital system for life insurance underwriting that analyzes applications and third-party data in real time, allowing human underwriters to focus on more complex cases; an intelligent telemedicine platform with a chat-based interface; a machine learning-system that identifies impending train maintenance issues by analyzing diesel fuel samples; and Flippy, a robotic assistant for fast food preparation. For each one, Davenport and Miller describe in detail the work context for the system, interviewing job incumbents, managers, and technology vendors. Short “insight” chapters draw out common themes and consider the implications of human collaboration with smart systems.

Deep Learning for Coders with fastai and PyTorch

Deep Learning for Coders with fastai and PyTorch Book
Author : Jeremy Howard,Sylvain Gugger
Publisher : "O'Reilly Media, Inc."
Release : 2020-06-29
ISBN : 1492045470
File Size : 22,7 Mb
Language : En, Es, Fr and De

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Deep Learning for Coders with fastai and PyTorch Book PDF/Epub Download

Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications. Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You’ll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes. Train models in computer vision, natural language processing, tabular data, and collaborative filtering Learn the latest deep learning techniques that matter most in practice Improve accuracy, speed, and reliability by understanding how deep learning models work Discover how to turn your models into web applications Implement deep learning algorithms from scratch Consider the ethical implications of your work Gain insight from the foreword by PyTorch cofounder, Soumith Chintala

The Robot Will See You Now

The Robot Will See You Now Book
Author : John Wyatt,Stephen N. Williams
Publisher : SPCK
Release : 2021-07-15
ISBN : 028108436X
File Size : 51,6 Mb
Language : En, Es, Fr and De

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The Robot Will See You Now Book PDF/Epub Download

The last decade has seen dramatic advances in artificial intelligence and robotics technology, raising tough questions that need to be addressed. The Robot Will See You Now considers how Christians can respond to these issues - and flourish - in the years ahead. Contributions from a number of international experts, including editors John Wyatt and Stephen Williams, explore a range of social and ethical issues raised by recent advances in AI and robotics. Considering the role of artificial intelligence in areas such as medicine, employment and security, the book looks at how AI is perceived as well as its actual impact on human interactions and relationships. Alongside are theological responses from an orthodox Christian perspective. Looking at how artificial intelligence and robotics may be considered in the light of Christian doctrine, The Robot Will See You Now offers a measured, thoughtful view on how Christians can understand and prepare for the challenges posted by the development of AI. This is a book for anyone who is interested in learning more about how AI and robots have advanced in recent years, and anyone who has wondered how Christian teaching relates to artificial intelligence. Whatever your level of technical knowledge, The Robot Will See You Now will give you a thorough understanding of AI and equip you to respond to the challenges it poses with confidence and faith.

Artificial Intelligence

Artificial Intelligence Book
Author : Jerry Kaplan
Publisher : Oxford University Press
Release : 2016
ISBN : 0190602384
File Size : 44,9 Mb
Language : En, Es, Fr and De

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Artificial Intelligence Book PDF/Epub Download

Over the coming decades, Artificial Intelligence will profoundly impact the way we live, work, wage war, play, seek a mate, educate our young, and care for our elderly. It is likely to greatly increase our aggregate wealth, but it will also upend our labor markets, reshuffle our social order, and strain our private and public institutions. Eventually it may alter how we see our place in the universe, as machines pursue goals independent of their creators and outperform us in domains previously believed to be the sole dominion of humans. Whether we regard them as conscious or unwitting, revere them as a new form of life or dismiss them as mere clever appliances, is beside the point. They are likely to play an increasingly critical and intimate role in many aspects of our lives. The emergence of systems capable of independent reasoning and action raises serious questions about just whose interests they are permitted to serve, and what limits our society should place on their creation and use. Deep ethical questions that have bedeviled philosophers for ages will suddenly arrive on the steps of our courthouses. Can a machine be held accountable for its actions? Should intelligent systems enjoy independent rights and responsibilities, or are they simple property? Who should be held responsible when a self-driving car kills a pedestrian? Can your personal robot hold your place in line, or be compelled to testify against you? If it turns out to be possible to upload your mind into a machine, is that still you? The answers may surprise you.

The Practice of Art and AI

The Practice of Art and AI Book
Author : Andreas J. Hirsch,Gerfried Stocker,Markus Jandl
Publisher : Hatje Cantz
Release : 2022-01-04
ISBN : 9783775751421
File Size : 26,8 Mb
Language : En, Es, Fr and De

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The Practice of Art and AI Book PDF/Epub Download

Multidisciplinary explorations of AI and its implications for art In this multidisciplinary volume, European ARTificial Intelligence Lab, in partnership with Ars Electronica, considers the incredibly rapid development of Artificial Intelligence in the context of the cyber-arts. Bringing together 13 cultural and six scientific institutions from across Europe, this publication explores the interdisciplinary exchange between art and science and summarizes the accomplishments of the AI Lab since its opening. This guide to the events and exhibitions for this project includes more than 500 reproductions, profiles on featured exhibitors and essays. In keeping with the project's focus on the interplay between art and technology, the book includes QR codes which link the reader to video lectures and other supplementary materials. Artists and researchers include: Eva Smrekar, Eduardo Reck Miranda, Ian Gouldstone, Aarati Akkapeddi, Cecilie Waagner Falkenstrøm, Tega Brain, Sam Lavigne, Hannah Jayanti, Sarah Petkus, Mark J. Koch, Mimi Onuoha, Caroline Sinders, LaJuné McMillian, Victoria Vesna and many more.

Generative Deep Learning

Generative Deep Learning Book
Author : David Foster
Publisher : "O'Reilly Media, Inc."
Release : 2019-06-28
ISBN : 1492041890
File Size : 47,7 Mb
Language : En, Es, Fr and De

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Generative Deep Learning Book PDF/Epub Download

Generative modeling is one of the hottest topics in AI. It’s now possible to teach a machine to excel at human endeavors such as painting, writing, and composing music. With this practical book, machine-learning engineers and data scientists will discover how to re-create some of the most impressive examples of generative deep learning models, such as variational autoencoders,generative adversarial networks (GANs), encoder-decoder models and world models. Author David Foster demonstrates the inner workings of each technique, starting with the basics of deep learning before advancing to some of the most cutting-edge algorithms in the field. Through tips and tricks, you’ll understand how to make your models learn more efficiently and become more creative. Discover how variational autoencoders can change facial expressions in photos Build practical GAN examples from scratch, including CycleGAN for style transfer and MuseGAN for music generation Create recurrent generative models for text generation and learn how to improve the models using attention Understand how generative models can help agents to accomplish tasks within a reinforcement learning setting Explore the architecture of the Transformer (BERT, GPT-2) and image generation models such as ProGAN and StyleGAN

AI Art

AI Art Book
Author : , empreender
Publisher : Editora Bibliomundi
Release : 2023-02-02
ISBN : 1526072041
File Size : 45,5 Mb
Language : En, Es, Fr and De

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AI Art Book PDF/Epub Download

AI art has grown in popularity significantly over the last couple of years. There is a lot of interest in the creation of AI art and there is a market of hungry buyers who are willing to pay a good price for the right art. Most people that start with AI art make a lot of mistakes and never successfully sell their work...