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Introducing Pico - A Deep Learning Platform using Docker & IoT - Sangam Biradar

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presented at https://events.docker.com/events/details/docker-hyderabad-presents-docker-hyderabad-meetup-19-docker-kubernetes-iot-docker101-workshop/
at MobileIron India
6th Floor, Western Pearl, Survey No. 13, Kondapur, Hitech City Rd, Kothaguda
Hyderabad, 500084
date : 14 sept 19

Published in: Technology
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Introducing Pico - A Deep Learning Platform using Docker & IoT - Sangam Biradar

  1. 1. Simplifying Real Time Data Analytics with Docker, IoT & AWS Rekognition Service
  2. 2. 2 $Whoami Sangam Biradar Github-sangam14 Twitter-@BiradarSangam $curl engineitops.com engineitops.icu - My Personal Blog Website - Over 100+ blog post on docker | Golang and kubernetes and cloud - Unique 50000+ hits | Dockerlabs Active Contributor and collaborator - Educated around 1000+ student - Freelancer | Trainer - Research Papers Presented/Published in the Conference Proceedings(IEEE) 1.“Build Minimal Docker Container Using Golang’’- presented and published in the proceedings of the International Conference ICICCS2018 at Vaigai College Of Engineering, Madurai 14 June 18 - 2."Algo_Seer: System for Extracting and Searching Algorithms in Scholarly Big Data"- presented and published in the proceedings of the International Conference ICICV 2019 Springer Lecture Notes on Data Engineering and Communications Technologies. Francis Xavier Engineering College,Tirunelveli.14 feb 19 Series Editor: Xhafa, Fatos ISSN: 2367-4512
  3. 3. $curl www.EngineITops.com
  4. 4. How many of you run Docker on IoT Infra?
  5. 5. Alexa, can yousetup K8scluster on AWSCloud Human Life Business “IoT is changing & transforming everything from business to Life”
  6. 6. Why should I really care about IoT? World Population Connected Devices Connected Devices Per Person 500 million 6.8 billion 7.2 billion 7.6 billion6.3 billion 12.5 billion 25 billion 50 billion 2003 2010 2015 2020 0.08 1.84 3.47 6.58
  7. 7. Popular IoT Boards BananaPiRaspberry Pi 3 Arduino OrangePi Nvidia Jetson Nano
  8. 8. Integrating Pi with Celestron Telescope
  9. 9. Let’s talk about Docker
  10. 10. What is Docker? …Refers to several things in 2019 Docker as a “Company” Docker as a “Product” Docker as a “Platform” Docker as a “CLI Tool” Docker as a “Computer Program”
  11. 11. Docker Inc. Product offerings
  12. 12. Docker support on Raspberry Pi 4 - First Docker Engine support since Docker 1.12.1 - First ARM Debian Package officially available from Docker - A single-liner Installation $curl –sSL https://get.docker.com / | sh - Standard Raspbian OS
  13. 13. Docker Swarm Running on Raspberry Pi Stack
  14. 14. Why IoT Need Docker? ü Build, Ship & Run IoT Software ü Minimal Hardware Resource ü Geographical Distribution ü Limited or Sporadic Network Access ü Widely varying Device Environments
  15. 15. It’s Demo Time Turn Your Raspberry Pi into CCTV Camera
  16. 16. Let’s talk about Problem Statement
  17. 17. A DVR Security System - A CCTV digital video recorder (or “DVR” for short) is essentially a computer that saves security video images to a hard drive. - A kind of surveillance camera system
  18. 18. A DVR Security System ~ Data last for 2-3 Weeks ~ Real-time DVR system cost high ~ Lack of Video & Text Analytics over Cloud seamlessly ~ Lack of Low cost surveillance camera
  19. 19. Introducing
  20. 20. Object Detection & Analytics Apache Kafka Raspberry Pi AWS Lambda AWS Rekognition System Docker Swarm Docker
  21. 21. How Pico works?
  22. 22. Deep Learning in 3 easy steps
  23. 23. Let’s talk about Apache Kafka
  24. 24. Apache Kafka is a community distributed event streaming platform capable of handling trillions of events a day.
  25. 25. Architecture of Apache Kafka
  26. 26. Running Apache Kafka under Docker Swarm KAFKA_ADVERTISED_LISTENERS: INTERNAL://kafka-2:9192, EXTERNAL://35.189.130.4:9093
  27. 27. Demonstrating Text Analytics
  28. 28. Demonstrating Object Detection
  29. 29. Object Detection using Pico
  30. 30. Object Detection using Pico
  31. 31. References The Pico Project - https://github.com/collabnix/pico Turn Your Raspberry Pi into CCTV Camera - http://engineitops.com/turn-raspberry-pi-into-real- time-cctv-camera-in-5-min-using-docker/ Running Apache Kafka on AWS Platform - http://collabnix.com/implementing-apache-kafka-on- docker-swarm-running-on-aws-platform-in-5-minutes/ DockerLabs – https://dockerlabs.collabnix.com
  32. 32. Upcoming Event
  33. 33. Thank You!

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