Google Cloud AI Services Quick Start Guide by Ravulavaru, Arvind -- Read -- Imperial Library of Trantor

Index

Title Page Copyright and Credits

Google Cloud AI Services Quick Start Guide

Dedication Packt Upsell

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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

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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

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

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

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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