3D Deep Learning with Python - Design and develop your computer vision model with 3D data using PyTorch3D and more

Xudong Ma, Vishakh Hegde, Lilit Yolyan

Synopsis

With this hands-on guide to 3D deep learning, developers working with 3D computer vision will be able to put their knowledge to work and get up and running in no time.
Complete with step-by-step explanations of essential concepts and practical examples, this book lets you explore and gain a thorough understanding of state-of-the-art 3D deep learning. You’ll see how to use PyTorch3D for basic 3D mesh and point cloud data processing, including loading and saving ply and obj files, projecting 3D points into camera coordination using perspective camera models or orthographic camera models, rendering point clouds and meshes to images, and much more. As you implement some of the latest 3D deep learning algorithms, such as differential rendering, Nerf, synsin, and mesh RCNN, you’ll realize how coding for these deep learning models becomes easier using the PyTorch3D library.
By the end of this deep learning book, you’ll be ready to implement your own 3D deep learning models confidently.

Disponible depuis: 31/10/2022.

Longueur d'impression: 236 pages.

Science et Technologie

D'autres livres qui pourraient vous intéresser

Infinity of Worlds An - Cosmic...

Will Kinney

In the beginning was the Big Bang: an unimaginably hot fire almost fourteen billion years ago in which the first elements were forged. The physical theory of the hot nascent universe—the Big Bang—was one of the most consequential developments in twentieth-century science. And yet it leaves many questions unanswered: Why is the universe so big? Why is it so old? What is the origin of structure in the cosmos? In An Infinity of Worlds, physicist Will Kinney explains a more recent theory that may hold the answers to these questions and even explain the ultimate origins of the universe: cosmic inflation, before the primordial fire of the Big Bang. 
 
 
  
Kinney argues that cosmic inflation is a transformational idea in cosmology, changing our picture of the basic structure of the cosmos and raising unavoidable questions about what we mean by a scientific theory. He explains that inflation is a remarkable unification of inner space and outer space, in which the physics of the very large (the cosmos) meets the physics of the very small (elementary particles and fields), closing in a full circle at the first moment of time. 
 
  
  
Kinney considers the consequences of eternal cosmic inflation. Can we come to terms with the possibility that our entire observable universe is one of infinitely many, forever hidden from our view?

Voir livre

Affiliate Marketing - Beginners...

Daren H. Russell

Do you want to make money online? Are you unemployed or had enough of your 9-to-5 job and would like to work at home instead? If yes, keep reading... 
Lost your job recently? More than 2 million Americans voluntarily leave their jobs mainly because they want to be their own boss and have full control of their schedule and place to work like at home. 
If you are unsure which money-making path to pursue, Affiliate Marketing is great because it has helped others earn a real income: Affiliates reportedly make up a massive 40% of Amazon's 100 billion dollars in yearly revenue! With money definitely to be made, having the right information is key. 
In this complete step-by-step guide, Affiliate Marketing: Beginners Guide to Learn Step-by-Step How to Make Money Online using Affiliate Program Strategies and Earn Passive Income up to $10,000 a Month, you will discover: 
-One of the most powerful and proven Affiliate Marketing strategies on how to make your Affiliate Marketing efforts sustainable and still earning income for months and years to come 
-Six Secret Strategies on where to place your Affiliate links in your Blog or Website for your target customer to find which would lead to an Affiliate sale and income 
-Secrets on How to Scale Up your Affiliate Marketing efforts that is used by today's Affiliate Marketing millionaires so that it could double or even triple your income in order to achieve true passive income 
…and much, much more! 
With easy-to-follow techniques and step-by-step details on each chapter to help you get results - even if you have never made a single dollar online or have never sold a product a service before, you will find strategies in this book that are both simple and practical to do to help you make money online that would eventually develop into a consistent passive income stream to make while you sleep.

Voir livre

Algorithms

Panos Louridas

Digital technology runs on algorithms, sets of instructions that describe how to do something efficiently. Application areas range from search engines to tournament scheduling, DNA sequencing, and machine learning. Arguing that every educated person today needs to have some understanding of algorithms and what they do, in this volume in the MIT Press Essential Knowledge series, Panos Louridas offers an introduction to algorithms that is accessible to nonspecialists. Louridas explains not just what algorithms are but also how they work, offering a wide range of examples and keeping mathematics to a minimum. 
 
 
 
After discussing what an algorithm does and how its effectiveness can be measured, Louridas covers three of the most fundamental applications areas: graphs, which describe networks, from eighteenth-century problems to today's social networks; searching, and how to find the fastest way to search; and sorting, and the importance of choosing the best algorithm for particular tasks. He then presents larger-scale applications: PageRank, Google's founding algorithm; and neural networks and deep learning. Finally, Louridas describes how all algorithms are nothing more than simple moves with pen and paper, and how from such a humble foundation rise all their spectacular achievements.

Voir livre

CHAT GPT The Invasion of...

Erben Johnathan

"Chat GPT: The Invasion of Artificial Intelligence" is a comprehensive examination of the emergence of artificial intelligence and its implications for humanity. The book is divided into ten chapters, each of which offers a detailed analysis of a specific aspect of AI, from its history and evolution to its potential impact on the workforce, mental health, and the future of human existence. 
Through engaging prose and thorough research, the book explores the rise of chatbots, the development of Chat GPT, and the potential benefits and drawbacks of these technologies. It delves into the limitations of AI and the dark side of this rapidly advancing field, as well as the potential for resistance and the importance of building ethical frameworks for AI development. 
"Chat GPT: The Invasion of Artificial Intelligence" provides readers with a comprehensive understanding of the impact of AI on modern society and offers a roadmap for navigating the challenges and opportunities presented by this transformative technology. With its clear and accessible style, this book is an essential read for anyone interested in the future of technology and its impact on human life.

Voir livre

The Flesh Eaters - The World’s...

J.D. Sherwood

Are you prepared for what you are about to discover in the chilling world of flesh-eating diseases? Have you ever wondered what it would be like to face the devastating effects of such a terrifying affliction?
Have you ever heard of the term necrotizing fasciitis? If you haven’t, then brace yourself for an eye-opening journey that will forever change your perception of flesh-eating diseases.
If you want to uncover the chilling truth behind flesh-eating diseases, then you need to read this book!
Through real-life stories and proven facts, this book will guide you through the dark realm of flesh-eating diseases, shedding light on the most alarming and deadly conditions known to mankind.
Here is a glimpse of what awaits you inside The Flesh Eaters:
● The shocking origins and historical significance of flesh-eating diseases that span back centuries.
● Uncover the terrifying truth behind the underlying causes and risk factors that leave individuals susceptible to these deadly infections.
● The unnerving truth about the most notorious flesh-eating diseases and their modes of transmission.
● Hear gripping stories of survival and resilience as individuals share their harrowing experiences in the face of flesh-eating diseases.
Whether you are haunted by the thought of flesh-eating diseases or curious to uncover the secrets behind these terrifying afflictions, this book is the essential resource you need.
From historical perspectives to real-life case studies, The Flesh Eaters is the ultimate guide to understanding the terrifying realm of flesh-eating diseases.
Grab your copy today and start your journey into the world's deadliest flesh-eating diseases.

Voir livre

Analytics the Right Way - A...

Dr. Joe Sutherland, Tim Wilson

Organizations have more data at their fingertips than ever, and their ability to put that data to productive use should be a key source of sustainable competitive advantage. Yet, business leaders looking to tap into a steady and manageable stream of "actionable insights" often, instead, get blasted with a deluge of dashboards, chart-filled slide decks, and opaque machine learning jargon that leaves them asking, "So what?" 
 
 
 
Analytics the Right Way is a guide for these leaders. It provides a clear and practical approach to putting analytics to productive use with a three-part framework that brings together the realities of the modern business environment with the deep truths underpinning statistics, computer science, machine learning, and artificial intelligence. The result: a pragmatic and actionable guide for delivering clarity, order, and business impact to an organization's use of data and analytics. 
 
 
 
The book uses real-world examples from the authors' direct experiences—working inside organizations, as external consultants, and as educators—to empower the listener to put foundational analytical and statistical concepts to effective use in a business context.

Voir livre