Building a Smart Security Camera with Raspberry Pi Zero, Java & AWS • Mark West • GOTO 2018

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This presentation was recorded at GOTO Copenhagen 2018. #gotocon #gotocph http://gotocph.com Mark West - Data Scientist by Day, IoT Maker by Night ABSTRACT A key advantage of the IoT is that it enables you to expand the potential of constrained devices by giving them access to the computational power of The Cloud. In this session I’ll share the story of how I transformed a lowly Raspberry Pi Zero webcam into a Smart Security Camera (with motion detection, threat detection and alert notifications) by combining open source software with cloud-based image analysis. Attendees can expect a short introduction on how to set up their own Raspberry Pi Zero webcam and a demonstration of how I used Java with a range of AWS API’s (including Rekognition, Lambda and Step Functions) to help my smart security camera distinguish between an unwanted guest and the neighbor’s cat. [...] TIMECODES 0:00 Introduction 1:29 Talk Outline 2:35 Motivation 3:54 Hardware Shopping List 6:17 Software: Motion 8:23 How Motion Works 9:25 Project Requirements: Evaluation 10:03 False Alarms from Motion 11:12 Adding a Smart Filter to the Camera 11:30 Project Requirements Reloaded 15:06 Adding AWS Rekognition to the Camera 16:12 Smart Camera AWS Pipeline 16:59 AWS Lambda Functions 22:02 AWS Step Functions 22:50 Step Function for Image Processing 24:08 Data Pipeline Demo 31:20 Smart Camera with AWS Evaluation 35:19 Introducing the Intel Movidius NCS 36:32 Experiment: Real-time Video Annotation 38:44 Movidius N

Published 2018-12-13 · Watch on YouTube ↗
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