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Computer Vision for Visual Effects

由 Richard J. Radke ……

Modern blockbuster movies seamlessly introduce impossible characters and action into real-world settings using digital visual effects. These effects are made possible by research from the field of computer vision, the study of how to automatically understand images. Computer Vision for Visual Effects will educate students, engineers and researchers about the fundamental computer vision principles …… 閱讀更多內容

NT$2,012 TWD

Modern blockbuster movies seamlessly introduce impossible characters and action into real-world settings using digital visual effects. These effects are made possible by research from the field of computer vision, the study of how to automatically understand images. Computer Vision for Visual Effects will educate students, engineers and researchers about the fundamental computer vision principles
... 閱讀更多內容
Why Machines Learn

The Elegant Math Behind Modern AI

由 Anil Ananthaswamy ……

A rich, narrative explanation of the mathematics that has brought us machine learning and the ongoing explosion of artificial intelligenceMachine learning systems are making life-altering decisions for us: approving mortgage loans, determining whether a tumor is cancerous, or deciding if someone gets bail. They now influence developments and discoveries in chemistry, biology, and physics—the study …… 閱讀更多內容

NT$372 TWD

A rich, narrative explanation of the mathematics that has brought us machine learning and the ongoing explosion of artificial intelligenceMachine learning systems are making life-altering decisions for us: approving mortgage loans, determining whether a tumor is cancerous, or deciding if someone gets bail. They now influence developments and discoveries in chemistry, biology, and physics—the study
... 閱讀更多內容
Deep Learning Fundamentals in Python

Master Data Science and Machine Learning with Modern Neural Networks written in Python, Theano, and TensorFlow

由 Lazy Programmer ……

Deep learning is making waves. At the time of this writing (March 2016), Google’s AlghaGo program just beat 9-dan professional Go player Lee Sedol at the game of Go, a Chinese board game.Experts in the field of Artificial Intelligence thought we were 10 years away from achieving a victory against a top professional Go player, but progress seems to have accelerated!While deep learning is a complex …… 閱讀更多內容

NT$316 TWD

Deep learning is making waves. At the time of this writing (March 2016), Google’s AlghaGo program just beat 9-dan professional Go player Lee Sedol at the game of Go, a Chinese board game.Experts in the field of Artificial Intelligence thought we were 10 years away from achieving a victory against a top professional Go player, but progress seems to have accelerated!While deep learning is a complex
... 閱讀更多內容
Design Patterns: Elements of Reusable Object-Oriented Software

Elements of Reusable Object-Oriented Software

由 Erich Gamma, Richard Helm, Ralph Johnson, John Vlissides ……

Capturing a wealth of experience about the design of object-oriented software, four top-notch designers present a catalog of simple and succinct solutions to commonly occurring design problems. Previously undocumented, these 23 patterns allow designers to create more flexible, elegant, and ultimately reusable designs without having to rediscover the design solutions themselves.The authors begin by …… 閱讀更多內容

NT$1,731 TWD

Capturing a wealth of experience about the design of object-oriented software, four top-notch designers present a catalog of simple and succinct solutions to commonly occurring design problems. Previously undocumented, these 23 patterns allow designers to create more flexible, elegant, and ultimately reusable designs without having to rediscover the design solutions themselves.The authors begin by
... 閱讀更多內容
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow

由 Aurélien Géron ……

Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This bestselling book uses concrete examples, minimal theory, and production-ready Python frameworks (Scikit-Learn, Keras, and TensorFlow) …… 閱讀更多內容

NT$1,839 TWD

Through a recent series of breakthroughs, deep learning has boosted the entire field of machine learning. Now, even programmers who know close to nothing about this technology can use simple, efficient tools to implement programs capable of learning from data. This bestselling book uses concrete examples, minimal theory, and production-ready Python frameworks (Scikit-Learn, Keras, and TensorFlow)
... 閱讀更多內容
Advances in Financial Machine Learning

由 Marcos Lopez de Prado ……

Learn to understand and implement the latest machine learning innovations to improve your investment performanceMachine learning (ML) is changing virtually every aspect of our lives. Today, ML algorithms accomplish tasks that – until recently – only expert humans could perform. And finance is ripe for disruptive innovations that will transform how the following generations understand money and …… 閱讀更多內容

NT$1,314 TWD

Learn to understand and implement the latest machine learning innovations to improve your investment performanceMachine learning (ML) is changing virtually every aspect of our lives. Today, ML algorithms accomplish tasks that – until recently – only expert humans could perform. And finance is ripe for disruptive innovations that will transform how the following generations understand money and
... 閱讀更多內容
An Illustrated Guide to AI Agents

Concepts and Code for Building Agents with LLMs, Tools, and Memory

由 Maarten Grootendorst, Jay Alammar ……

Artificial intelligence is entering a new phase. AI agents can now reason, plan, and act with increasing independence. From accelerating scientific breakthroughs to supporting creative work, these systems are quickly reshaping industries and everyday life. This book provides the conceptual foundation and practical insights you need to understand—and effectively work with—this emerging technology …… 閱讀更多內容

NT$1,624 TWD

Artificial intelligence is entering a new phase. AI agents can now reason, plan, and act with increasing independence. From accelerating scientific breakthroughs to supporting creative work, these systems are quickly reshaping industries and everyday life. This book provides the conceptual foundation and practical insights you need to understand—and effectively work with—this emerging technology
... 閱讀更多內容
Deep Learning

由 John D. Kelleher ……

系列 series The MIT Press Essential Knowledge series
DEEP LEARNING FOR BEGINNERS: Get an accessible introduction to the artificial intelligence technology at the heart of the AI revolution—from driverless cars to speech recognition on mobile phones.Deep learning is an artificial intelligence technology that enables computer vision, machine translation, AI games, driverless cars, and other applications. When we use consumer products from Google, …… 閱讀更多內容

NT$453 TWD

DEEP LEARNING FOR BEGINNERS: Get an accessible introduction to the artificial intelligence technology at the heart of the AI revolution—from driverless cars to speech recognition on mobile phones.Deep learning is an artificial intelligence technology that enables computer vision, machine translation, AI games, driverless cars, and other applications. When we use consumer products from Google,
... 閱讀更多內容
TinyML

Machine Learning with TensorFlow Lite on Arduino and Ultra-Low-Power Microcontrollers

由 Pete Warden, Daniel Situnayake ……

Deep learning networks are getting smaller. Much smaller. The Google Assistant team can detect words with a model just 14 kilobytes in size—small enough to run on a microcontroller. With this practical book you’ll enter the field of TinyML, where deep learning and embedded systems combine to make astounding things possible with tiny devices.Pete Warden and Daniel Situnayake explain how you can …… 閱讀更多內容

NT$1,027 TWD

Deep learning networks are getting smaller. Much smaller. The Google Assistant team can detect words with a model just 14 kilobytes in size—small enough to run on a microcontroller. With this practical book you’ll enter the field of TinyML, where deep learning and embedded systems combine to make astounding things possible with tiny devices.Pete Warden and Daniel Situnayake explain how you can
... 閱讀更多內容
The Deep Learning Revolution

由 Terrence J. Sejnowski ……

**Explore how deep learning—from Google Translate and Siri to driverless cars—is changing our lives and transforming every sector of the economy.“An important and timely book, written by a gifted scientist at the cutting edge of the AI revolution.” —Nature**The deep learning revolution has brought us driverless cars, the greatly improved Google Translate, fluent conversations with Siri and Alexa, …… 閱讀更多內容

NT$668 TWD

**Explore how deep learning—from Google Translate and Siri to driverless cars—is changing our lives and transforming every sector of the economy.“An important and timely book, written by a gifted scientist at the cutting edge of the AI revolution.” —Nature**The deep learning revolution has brought us driverless cars, the greatly improved Google Translate, fluent conversations with Siri and Alexa,
... 閱讀更多內容
Mastering OpenCV 4 with Python

A practical guide covering topics from image processing, augmented reality to deep learning with OpenCV 4 and Python 3.7

由 Alberto Fernández Villán ……

Create advanced applications with Python and OpenCV, exploring the potential of facial recognition, machine learning, deep learning, web computing and augmented reality.Key FeaturesDevelop your computer vision skills by mastering algorithms in Open Source Computer Vision 4 (OpenCV 4) and PythonApply machine learning and deep learning techniques with TensorFlow and KerasDiscover the modern design …… 閱讀更多內容

NT$1,069 TWD 透過 Kobo Plus 免費享用

Create advanced applications with Python and OpenCV, exploring the potential of facial recognition, machine learning, deep learning, web computing and augmented reality.Key FeaturesDevelop your computer vision skills by mastering algorithms in Open Source Computer Vision 4 (OpenCV 4) and PythonApply machine learning and deep learning techniques with TensorFlow and KerasDiscover the modern design
... 閱讀更多內容
Implementing MLOps in the Enterprise

A Production-First Approach

由 Yaron Haviv, Noah Gift ……

With demand for scaling, real-time access, and other capabilities, businesses need to consider building operational machine learning pipelines. This practical guide helps your company bring data science to life for different real-world MLOps scenarios. Senior data scientists, MLOps engineers, and machine learning engineers will learn how to tackle challenges that prevent many businesses from …… 閱讀更多內容

NT$1,624 TWD

With demand for scaling, real-time access, and other capabilities, businesses need to consider building operational machine learning pipelines. This practical guide helps your company bring data science to life for different real-world MLOps scenarios. Senior data scientists, MLOps engineers, and machine learning engineers will learn how to tackle challenges that prevent many businesses from
... 閱讀更多內容
Quick Start Guide to Large Language Models

Strategies and Best Practices for Using ChatGPT and Other LLMs

由 Sinan Ozdemir ……

The Practical, Step-by-Step Guide to Using LLMs at Scale in Projects and ProductsLarge Language Models (LLMs) like ChatGPT are demonstrating breathtaking capabilities, but their size and complexity have deterred many practitioners from applying them. In Quick Start Guide to Large Language Models, pioneering data scientist and AI entrepreneur Sinan Ozdemir clears away those obstacles and provides a …… 閱讀更多內容

NT$1,432 TWD

The Practical, Step-by-Step Guide to Using LLMs at Scale in Projects and ProductsLarge Language Models (LLMs) like ChatGPT are demonstrating breathtaking capabilities, but their size and complexity have deterred many practitioners from applying them. In Quick Start Guide to Large Language Models, pioneering data scientist and AI entrepreneur Sinan Ozdemir clears away those obstacles and provides a
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Deep Neural Networks and Data for Automated Driving

Robustness, Uncertainty Quantification, and Insights Towards Safety

編輯者: Tim Fingscheidt, Hanno Gottschalk, Sebastian Houben ……

系列 series Engineering (R0)
This open access book brings together the latest developments from industry and research on automated driving and artificial intelligence.Environment perception for highly automated driving heavily employs deep neural networks, facing many challenges. How much data do we need for training and testing? How to use synthetic data to save labeling costs for training? How do we increase robustness and …… 閱讀更多內容

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This open access book brings together the latest developments from industry and research on automated driving and artificial intelligence.Environment perception for highly automated driving heavily employs deep neural networks, facing many challenges. How much data do we need for training and testing? How to use synthetic data to save labeling costs for training? How do we increase robustness and
... 閱讀更多內容
Learning OpenCV 4 Computer Vision with Python 3

Get to grips with tools, techniques, and algorithms for computer vision and machine learning

由 Joseph Howse, Joe Minichino ……

Updated for OpenCV 4 and Python 3, this book covers the latest on depth cameras, 3D tracking, augmented reality, and deep neural networks, helping you solve real-world computer vision problems with practical codeKey FeaturesBuild powerful computer vision applications in concise code with OpenCV 4 and Python 3Learn the fundamental concepts of image processing, object classification, and 2D and 3D …… 閱讀更多內容

NT$1,090 TWD 透過 Kobo Plus 免費享用

Updated for OpenCV 4 and Python 3, this book covers the latest on depth cameras, 3D tracking, augmented reality, and deep neural networks, helping you solve real-world computer vision problems with practical codeKey FeaturesBuild powerful computer vision applications in concise code with OpenCV 4 and Python 3Learn the fundamental concepts of image processing, object classification, and 2D and 3D
... 閱讀更多內容
iOS Application Development with OpenCV 3

Create four mobile apps and explore the world through photography and computer vision

由 Joseph Howse ……

Create four mobile apps and explore the world through photography and computer visionKey Features\[\*\] Efficiently harness iOS and OpenCV to capture and process high-quality images at high speed\[\*\] Develop photographic apps and augmented reality apps quickly and easily\[\*\] Detect, recognize, and morph faces and objectsBook DescriptioniOS Application Development with OpenCV 3 enables you to …… 閱讀更多內容

NT$907 TWD 透過 Kobo Plus 免費享用

Create four mobile apps and explore the world through photography and computer visionKey Features\[\*\] Efficiently harness iOS and OpenCV to capture and process high-quality images at high speed\[\*\] Develop photographic apps and augmented reality apps quickly and easily\[\*\] Detect, recognize, and morph faces and objectsBook DescriptioniOS Application Development with OpenCV 3 enables you to
... 閱讀更多內容
Multiple View Geometry in Computer Vision

由 Richard Hartley, Andrew Zisserman ……

A basic problem in computer vision is to understand the structure of a real world scene given several images of it. Techniques for solving this problem are taken from projective geometry and photogrammetry. Here, the authors cover the geometric principles and their algebraic representation in terms of camera projection matrices, the fundamental matrix and the trifocal tensor. The theory and …… 閱讀更多內容

NT$3,590 TWD

A basic problem in computer vision is to understand the structure of a real world scene given several images of it. Techniques for solving this problem are taken from projective geometry and photogrammetry. Here, the authors cover the geometric principles and their algebraic representation in terms of camera projection matrices, the fundamental matrix and the trifocal tensor. The theory and
... 閱讀更多內容
Learning OpenCV 3

Computer Vision in C++ with the OpenCV Library

由 Adrian Kaehler, Gary Bradski ……

Get started in the rapidly expanding field of computer vision with this practical guide. Written by Adrian Kaehler and Gary Bradski, creator of the open source OpenCV library, this book provides a thorough introduction for developers, academics, roboticists, and hobbyists. You’ll learn what it takes to build applications that enable computers to "see" and make decisions based on that data.With …… 閱讀更多內容

NT$1,743 TWD

Get started in the rapidly expanding field of computer vision with this practical guide. Written by Adrian Kaehler and Gary Bradski, creator of the open source OpenCV library, this book provides a thorough introduction for developers, academics, roboticists, and hobbyists. You’ll learn what it takes to build applications that enable computers to "see" and make decisions based on that data.With
... 閱讀更多內容
Pro Android Graphics

由 Wallace Jackson ……

系列 series Professional and Applied Computing (R0)
Pro Android Graphics is a comprehensive goldmine of knowledge and techniques that will help you design, create, and optimize 2D graphics for use in your Android Jelly Bean applications. Android application developer and expert multimedia producer Wallace Jackson of Mind Taffy Design shows you how to leverage Android's powerful graphics APIs in conjunction with professional open source graphics …… 閱讀更多內容

NT$1,286 TWD

Pro Android Graphics is a comprehensive goldmine of knowledge and techniques that will help you design, create, and optimize 2D graphics for use in your Android Jelly Bean applications. Android application developer and expert multimedia producer Wallace Jackson of Mind Taffy Design shows you how to leverage Android's powerful graphics APIs in conjunction with professional open source graphics
... 閱讀更多內容
Participative Urban Health and Healthy Aging in the Age of AI

19th International Conference, ICOST 2022, Paris, France, June 27–30, 2022, Proceedings

編輯者: Hamdi Aloulou, Bessam Abdulrazak, Antoine de Marassé-Enouf, Mounir Mokhtari ……

系列 series Springer Nature Proceedings Computer Science
This open access book constitutes the refereed proceedings of the 18th International Conference on String Processing and Information Retrieval, ICOST 2022, held in Paris, France, in June 2022.The 15 full papers and 10 short papers presented in this volume were carefully reviewed and selected from 33 submissions. They cover topics such as design, development, deployment, and evaluation of AI for …… 閱讀更多內容

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This open access book constitutes the refereed proceedings of the 18th International Conference on String Processing and Information Retrieval, ICOST 2022, held in Paris, France, in June 2022.The 15 full papers and 10 short papers presented in this volume were carefully reviewed and selected from 33 submissions. They cover topics such as design, development, deployment, and evaluation of AI for
... 閱讀更多內容
從零開始了解電腦圖學

從像素到光影的完整旅程

由零的零次方 ……

系列 series 從零開始
遊戲裡的即時光影、電影裡以假亂真的角色，這些畫面都是電腦一個像素一個像素算出來的。問題是：怎麼算？本書順著渲染管線從頭走到尾：先用向量與矩陣把三維世界擺進螢幕座標，光柵化把三角形變成像素，著色與貼圖給表面顏色與質感，再進到光線追蹤與 PBR（物理式渲染）如何逼近真實的光，最後看動畫、以及現代即時渲染在效能與品質之間的取捨。每個主題先講「它要解決什麼問題」，再講做法，數學只在需要時出場。讀完不見得馬上寫得出引擎，但你會看懂每個畫面背後真正發生的事，而那常常比畫面本身更迷人。適合玩家、想入門圖學的工程師、技術美術，以及所有對「螢幕裡的世界怎麼來」好奇的人。《從零開始》系列的每一本，都為沒有背景的讀者而寫：先給直覺與比喻，需要時才端出數學與細節，把一個領域鋪成一條可以自學走完的路。 …… 閱讀更多內容

NT$199 TWD 透過 Kobo Plus 免費享用

遊戲裡的即時光影、電影裡以假亂真的角色，這些畫面都是電腦一個像素一個像素算出來的。問題是：怎麼算？本書順著渲染管線從頭走到尾：先用向量與矩陣把三維世界擺進螢幕座標，光柵化把三角形變成像素，著色與貼圖給表面顏色與質感，再進到光線追蹤與 PBR（物理式渲染）如何逼近真實的光，最後看動畫、以及現代即時渲染在效能與品質之間的取捨。每個主題先講「它要解決什麼問題」，再講做法，數學只在需要時出場。讀完不見得馬上寫得出引擎，但你會看懂每個畫面背後真正發生的事，而那常常比畫面本身更迷人。適合玩家、想入門圖學的工程師、技術美術，以及所有對「螢幕裡的世界怎麼來」好奇的人。《從零開始》系列的每一本，都為沒有背景的讀者而寫：先給直覺與比喻，需要時才端出數學與細節，把一個領域鋪成一條可以自學走完的路。
... 閱讀更多內容
Data Mining

The Textbook

由 Charu C. Aggarwal ……

系列 series Computer Science (R0)
This textbook explores the different aspects of data mining from the fundamentals to the complex data types and their applications, capturing the wide diversity of problem domains for data mining issues. It goes beyond the traditional focus on data mining problems to introduce advanced data types such as text, time series, discrete sequences, spatial data, graph data, and social networks. Until …… 閱讀更多內容

NT$1,739 TWD

This textbook explores the different aspects of data mining from the fundamentals to the complex data types and their applications, capturing the wide diversity of problem domains for data mining issues. It goes beyond the traditional focus on data mining problems to introduce advanced data types such as text, time series, discrete sequences, spatial data, graph data, and social networks. Until
... 閱讀更多內容
AI 2084: Humanity’s Choice in the Age of Intelligent Machines: From AI 2027 to AI 2084: Utopia, Dystopia, and the Future of Human Identity

由 Rohit Kumar Jaiswal ……

AI 2084: Humanity's Choice in the Age of Intelligent MachinesFrom AI 2027 to AI 2084: Utopia, Dystopia, and the Future of Human IdentityWhat will it mean to be human in an age where machines not only calculate but also imagine, persuade, and create? From ancient myths of artificial beings to the astonishing rise of generative AI, AI 2084 tells the sweeping story of intelligence—natural, artificial …… 閱讀更多內容

NT$126 TWD 透過 Kobo Plus 免費享用

AI 2084: Humanity's Choice in the Age of Intelligent MachinesFrom AI 2027 to AI 2084: Utopia, Dystopia, and the Future of Human IdentityWhat will it mean to be human in an age where machines not only calculate but also imagine, persuade, and create? From ancient myths of artificial beings to the astonishing rise of generative AI, AI 2084 tells the sweeping story of intelligence—natural, artificial
... 閱讀更多內容
Managing AI Projects

Drive Innovation and Successfully Navigate the Full AI Project Lifecycle

由 Malini Jain Runtasewee, Adrián González Sánchez ……

Successfully delivering AI projects requires more than technical expertise—it demands a new kind of project management. Managing AI Projects is your practical guide to leading artificial intelligence initiatives from idea to production. Written by seasoned experts Malini Jain Runtasewee and Adrián González Sánchez, this book blends traditional project management principles with the realities of …… 閱讀更多內容

NT$931 TWD

Successfully delivering AI projects requires more than technical expertise—it demands a new kind of project management. Managing AI Projects is your practical guide to leading artificial intelligence initiatives from idea to production. Written by seasoned experts Malini Jain Runtasewee and Adrián González Sánchez, this book blends traditional project management principles with the realities of
... 閱讀更多內容

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