Google Cloud AI Services Quick Start Guide
Arvind Ravulavaru更新时间：2021-06-25 21:52:43
最新章节：Leave a review - let other readers know what you think封面
版权信息
Dedication
Packt Upsell
Why subscribe?
PacktPub.com
Contributors
About the author
About the reviewer
Packt is searching for authors like you
Preface
Who this book is for
What this book covers
To get the most out of this book
Download the example code files
Download the color images
Code in Action
Conventions used
Get in touch
Reviews
Introducing Google Cloud AI Services
Google Cloud Platform
Compute
Big data
Identity and security
Internet of Things (IoT)
Storage and databases
Data transfer
API platform and ecosystem
Management tools
Networking
Cloud AI
Developer tools
Cognition on cloud
Clients
Data types
Cognitive services
Why Cognition on Cloud?
How do machines achieve intelligence?
Cognitive accuracy and machine learning
Google Cloud AI
Cloud AutoML Alpha
Cloud TPU Beta
Cloud Machine Learning Engine
Cloud Job Discovery Private Beta
Dialogflow Enterprise Edition Beta
Cloud Natural Language
Cloud Speech API
Cloud Translation API
Cloud Vision API
Cloud Video Intelligence
Summary
Setting Up a Smart Forum App
Technical requirements
SmartExchange architecture
SmartExchange demo
Architecture overview
Database design
APIs
Setting up the project
Installing Git
Installing Node.js
Installing MongoDB (optional)
Angular CLI
Yarn (optional)
Heroku Toolbelt (optional)
Text editors (optional)
Setting up mLab
Test connection
Robo 3T connection (optional)
Setting up an authentication
Creating the project
Setting up API key
Setting up service account key
Setting up code
Downloading base code
App folder structure
Server code walk-through
Express and Mongoose
Routes
Security
Mongoose models
Controllers
Client code walk-through
Routing
Authentication
Services
Components
Running the app
Deploying to Heroku
Summary
Cloud Vision API
Cloud Vision API
Pricing
Enabling the API
Setting up a REST client
Setting up cURL
Setting up Postman
Exploring the Vision API
Face detection
Request structure
Constructing the request
Analyzing the response
Label detection
Request structure
Constructing the request
Analyzing the response
Safe search detection
Request structure
Constructing the request
Analyzing the response
API reference
Integrating Cloud Vision API with SmartExchange
Solution design
Setting up Cloudinary
Pricing
API reference
Signing up with Cloudinary
Managing the API key
Setting up the server code
Installing dependencies
Defining routes
Updating the message model
Defining the controller
Setting up the client code
Setting up the ng-bootstrap
Modifying the view thread component
Setting up the upload image modal component
Completing the view thread component
Creating the Vision API service
Managing the helpers
Testing the app
Deploying to Heroku
Summary
Video Intelligence API
Video Intelligence API
Pricing
Enabling API
Exploring Video Intelligence API
Label detection
Label detection – request structure
Label detection – constructing the request
Label detection – analyze response
Operation status – request structure
Operation status – constructing the request
Operation status – analyze response
API reference
Integrating Video Intelligence API with SmartExchange
Solution design
Get a copy of code from Chapter 3
Setting up server code
Installing dependencies
Defining routes
Updating the message model
Updating the controller
Setting up client code
Setting up recordrtc
Modifying the view thread component
Setting up the upload video modal component
Completing the view thread component
Creating the video API service
Testing the app
Deploying to Heroku
Summary
Cloud Speech API
Cloud Speech API
Pricing
Enabling the API
Exploring the Cloud Speech API
Synchronous speech recognition
Asynchronous speech recognition
Streaming speech recognition
Audio to text using synchronous speech recognition
Request structure
Constructing the request
Analyse response
API reference
Integrating Cloud Speech API with SmartExchange
Solution design
Setting up the server code
Installing dependencies
Defining routes
Updating the message model
Updating the controller
Setting up the client code
Modifying the view thread component
Setting up the upload audio modal component
Completing the view thread component
Creating the audio API service
Testing the app
Deploying to Heroku
Summary
Cloud Natural Language
Cloud Natural Language API
Pricing
Enabling the API
Exploring the Cloud Natural Language API
Sentiment analysis
Request structure
Constructing the request
Analyse response
Entity analysis
Request structure
Constructing the request
Analyse response
API reference
Integrating the Natural Language API with SmartExchange
Solution design
Setting up the server code
Installing dependencies
Defining routes
Updating the message model
Updating the controller
Setting up the client code
Updating the POST API URL
Updating the view thread component
Testing the app
Deploying to Heroku
Summary
Cloud Translation
Cloud Translation API
Pricing
Enabling API
Exploring Cloud Translation API
Discovering supporting languages
Request structure
Constructing the request
Analysing response
Text translation
Request structure
Constructing the request
Analyse response
Integrating Translate API with SmartExchange
Solution design
Setting up the server code
Installing dependencies
Defining routes
Updating the message model
Updating the controller
Setting up the client code
Modifying the view thread component
Setting up the translate message modal component
Creating the Audio API service
Testing the app
Deploying to Heroku
Summary
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更新时间：2021-06-25 21:52:43