How Awwvision lab uses Cloud Vision API & Kubernetes Cluster

The Awwvision lab uses Kubernetes and Cloud Vision API to demonstrate how to use the Vision API to classify (label) images from Reddit’s /r/aww subreddit and display the labeled results in a web app.

Cloud Vision API Logo

Awwvision has three components:

1. A simple Redis instance.
2. A web app that displays the labels and associated images.
3. A worker, that handles scraping Reddit for images and classifying them using the Vision API. Cloud Pub/Sub is used to coordinate tasks between multiple worker instances.

In the below video, you will learn how to

• Use the Vision API to classify (label) images from Reddit’s /r/aww subreddit
• Display the labeled results in a web app.

Video Link: https://www.youtube.com/watch?v=7TcBL7nBHZw

Steps:

Task 1. Create a Kubernetes Engine cluster
Task 2. Create a virtual environment
Task 3. Get the sample
Task 4. Deploy the sample
Task 5. Check the…