Learning Microsoft Cognitive Services - Second Edition
暫譯: 學習 Microsoft 認知服務 - 第二版
Leif Larsen
- 出版商: Packt Publishing
- 出版日期: 2017-10-24
- 售價: $2,010
- 貴賓價: 9.5 折 $1,910
- 語言: 英文
- 頁數: 368
- 裝訂: Paperback
- ISBN: 1788623029
- ISBN-13: 9781788623025
海外代購書籍(需單獨結帳)
商品描述
Key Features
- Explore the capabilities of 24 of the APIs released as part of the Cognitive Services platform
- Build intelligent apps that combine the power of computer vision, speech recognition, and language processing
- Give your apps human-like cognitive intelligence with this hands-on guide
Book Description
Microsoft has revamped its Project Oxford to launch the all new Cognitive Services platform-a set of 30 APIs to add speech, vision, language, and knowledge capabilities to apps.
This book will introduce you to 24 of the APIs released as part of Cognitive Services platform and show you how to leverage their capabilities. More importantly, you'll see how the power of these APIs can be combined to build real-world apps that have cognitive capabilities. The book is split into three sections: computer vision, speech recognition and language processing, and knowledge and search.
You will be taken through the vision APIs at first as this is very visual, and not too complex. The next part revolves around speech and language, which are somewhat connected. The last part is about adding real-world intelligence to apps by connecting them to Knowledge and Search APIs.
By the end of this book, you will be in a position to understand what Microsoft Cognitive Service can offer and how to use the different APIs.
What you will learn
- Identify a person through visual inspection and audio
- Reduce user effort by utilizing AI-like capabilities
- Understand how to analyze images and text in different ways
- Find out how to analyze images using Vision APIs
- Add video analysis to applications using Vision APIs
- Utilize Search to find anything you want
- Analyze text to extract information and explore text structure
About the Author
Leif Larsen is a software engineer based in Norway. After earning a degree in computer engineering, he went on to work with the design and configuration of industrial control systems, for the most part, in the oil and gas industry. Over the last few years, he has worked as a developer, developing and maintaining geographical information systems, working with .NET technology. In his spare time, he develops mobile apps and explores new technologies to keep up with a high-paced tech world.
You can find out more about him by checking his blog and following him on Twitter (@leif_larsen) and LinkedIn (lhlarsen).
Table of Contents
- GETTING STARTED WITH MICROSOFT COGNITIVE SERVICES
- ANALYZING IMAGES TO RECOGNIZE A FACE
- ANALYZING VIDEOS
- LETTING APPLICATIONS UNDERSTAND COMMANDS
- SPEAK WITH YOUR APPLICATION
- UNDERSTANDING TEXT
- EXTENDING KNOWLEDGE BASED ON CONTEXT
- QUERYING STRUCTURED DATA IN A NATURAL WAY
- ADDING SPECIALIZED SEARCHES
- CONNECTING THE PIECES
- LUIS ENTITIES AND INTENTS
- ADDITIONAL INFORMATION ON LINGUISTIC ANALYSIS
- License Information
商品描述(中文翻譯)
**主要特點**
- 探索作為 Cognitive Services 平台一部分所發布的 24 種 API 的功能
- 建立結合計算機視覺、語音識別和語言處理能力的智能應用程式
- 透過這本實用指南,為您的應用程式賦予類人認知智能
**書籍描述**
微軟已經重新設計其 Project Oxford,推出全新的 Cognitive Services 平台——一組 30 種 API,為應用程式添加語音、視覺、語言和知識能力。
本書將介紹作為 Cognitive Services 平台一部分所發布的 24 種 API,並展示如何利用它們的功能。更重要的是,您將看到這些 API 的強大功能如何結合起來,構建具有認知能力的實際應用程式。本書分為三個部分:計算機視覺、語音識別和語言處理,以及知識和搜索。
您將首先了解視覺 API,因為這部分非常直觀,且不太複雜。接下來的部分圍繞語音和語言,這兩者之間有一定的聯繫。最後一部分是通過將應用程式連接到知識和搜索 API,為應用程式添加實際的智能。
在本書結束時,您將能夠理解微軟 Cognitive Service 可以提供什麼,以及如何使用不同的 API。
**您將學到的內容**
- 通過視覺檢查和音頻識別一個人
- 利用類似 AI 的能力減少用戶的努力
- 理解如何以不同的方式分析圖像和文本
- 瞭解如何使用 Vision APIs 分析圖像
- 使用 Vision APIs 為應用程式添加視頻分析
- 利用搜索找到您想要的任何東西
- 分析文本以提取信息並探索文本結構
**關於作者**
**Leif Larsen** 是一位位於挪威的軟體工程師。在獲得計算機工程學位後,他主要在石油和天然氣行業從事工業控制系統的設計和配置工作。在過去幾年中,他作為開發人員,開發和維護地理信息系統,使用 .NET 技術。在空閒時間,他開發移動應用程式並探索新技術,以跟上快速變化的科技世界。
您可以通過查看他的部落格以及在 Twitter (@leif_larsen) 和 LinkedIn (lhlarsen) 上關注他來了解更多信息。
**目錄**
1. 開始使用微軟 Cognitive Services
2. 分析圖像以識別面孔
3. 分析視頻
4. 讓應用程式理解命令
5. 與您的應用程式對話
6. 理解文本
7. 根據上下文擴展知識
8. 以自然的方式查詢結構化數據
9. 添加專門的搜索
10. 連接各個部分
11. LUIS 實體和意圖
12. 語言分析的附加信息
13. 授權信息