Making a Smart Kitty Detector
(powered by the cloud Amazon Web Services)
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@lynnaloo on the internet
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Makes art, robots, and software
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Software Engineer @ ETA
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Really likes cats and turtles
Me.
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Norfolk.js
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NodeBots Day Norfolk
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RevolutionConf
Me.
I organize stuff:
What is Amazon Web Services?
Amazon Web Services (AWS) is a secure cloud services platform, offering compute power, database storage, content delivery and other functionality to help businesses scale and grow.
- Amazon
About AWS
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It's inexpensive
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It's reliable(ish)
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It's secure.
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It's fast.
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It's huge [it's Amazon].
AWS Products and Services
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Cloud Computing
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File Storage
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NoSQL & Relational Databases
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AI & Machine Learning
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Internet of Things
For the Kitty Detector
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AWS IoT
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S3
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AWS Lambda
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Amazon Rekognition
Amazon IoT
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Pub/sub system for hardware*
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Devices are added as "things"
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Device messages are filtered by the Rules Engine (SQL).
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The Rules Engine routes messages to actions.
Amazon IoT
Device to IoT ????
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IoT supports publish and subscribe via MQTT protocol and publish via HTTPS.
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For browser-only applications, MQTT messages can be sent and received via web-sockets.
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IoT has SDKs for Android/iOS, Java, Python, JavaScript (Browser and Node.js), and embedded C.
Can I connect *any* hardware?
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Nope.
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It has to be able to support TLS 1.2 for MQTT or SSL certificates for the REST API.
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Sorta.
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You can tether the hardware to a computer or Raspberry Pi. Or the device can just be a computer running the SDK.
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There are some proxy hacks for outlying hardware.
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Amazon AI Services
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Amazon Lex - Chatbots
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Amazon Polly - Text to Speech
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Amazon Rekognition - Images
For developers who want access to AI technologies without having to train or develop their own ML models.
Amazon Rekognition
[
{ Name: 'Animal', Confidence: 98.29473114013672 },
{ Name: 'Cat', Confidence: 97.9908218383789 },
{ Name: 'Adorable', Confidence: 97.9908218383789 },
{ Name: 'Plant', Confidence: 78.9802474975586 },
{ Name: 'Potted Plant', Confidence: 64.9802474975586 },
{ Name: 'Mammal', Confidence: 64.9908218383789 },
{ Name: 'Manx', Confidence: 64.9908218383789 },
{ Name: 'Pet', Confidence: 64.9908218383789 }
]
AWS Lambda
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Part of the "serverless" architecture
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Users run code without provisioning or managing servers
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You're only charged when your code is executed
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Supports several languages
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Functions are executed by events
AWS Lambda
AWS Lambda
'use strict';
const fetch = require('node-fetch');
const AWS = require('aws-sdk');
const s3 = new AWS.S3();
module.exports.save = (event, context, callback) => {
fetch(event.image_url)
.then(response => response.buffer())
.then(buffer => (
s3.putObject({
Bucket: process.env.BUCKET,
Key: event.key,
Body: buffer,
}).promise()
))
.then(() => {
callback(null, 'Saved');
})
.catch((error) => {
callback(error, null);
});
};
Back to the Project:
A motion detector that texts a user when a cat (and only a cat) is detected.
Kitty Detector Parts List
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Raspberry Pi 3
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PIR Sensor
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External Power Source
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Lead Wires
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Detector case (optional)
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1 moving kitty (optional)
The Code
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Raspberry Pi Hardware/Amazon IoT Code: https://github.com/lynnaloo/kitty-detector
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Serverless Framework/Lambdas: https://github.com/lynnaloo/go-away-kitty
Demo Time!
Making a Smart Kitty Detector Powered by Amazon Web Services
By Linda Nichols
Making a Smart Kitty Detector Powered by Amazon Web Services
This talk includes a quick overview of Amazon Web Services and how they can be used to power a "Smart" kitty detector.
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