Extract, Analyze, and Translate Text from Images with the Cloud ML APIs

Опубликовано: 08 Октябрь 2024
на канале: Jeet Patel
17
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Quest: Integrate with Machine Learning APIs

Overview
In this lab, we'll explore the power of machine learning by using multiple machine learning APIs together. We'll start with the Cloud Vision API's text detection method to make use of Optical Character Recognition (OCR) to extract text from images. Then we'll learn how to translate that text with the Translation API and analyze it with the Natural Language API.

What you'll learn
Creating a Vision API request and calling the API with curl

Using the text detection (OCR) method of the Vision API

Using the Translation API to translate text from your image

Using the Natural Language API to analyze the text

What you'll need
A Google Cloud Project

A Browser, such Chrome or Firefox

Setup and Requirements
Qwiklabs setup
Before you click the Start Lab button
Read these instructions. Labs are timed and you cannot pause them. The timer, which starts when you click Start Lab, shows how long Google Cloud resources will be made available to you.

This Qwiklabs hands-on lab lets you do the lab activities yourself in a real cloud environment, not in a simulation or demo environment. It does so by giving you new, temporary credentials that you use to sign in and access Google Cloud for the duration of the lab.

What you need
To complete this lab, you need:

Access to a standard internet browser (Chrome browser recommended).
Time to complete the lab.
Note: If you already have your own personal Google Cloud account or project, do not use it for this lab.

Note: If you are using a Pixelbook, open an Incognito window to run this lab.

My LinkedIn:   / jeet-patel-b7a90316a