Introducing Pico - A Deep Learning Platform using Docker & IoT - Sangam Biradar
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This document discusses simplifying real-time data analytics with Docker, IoT, and AWS Rekognition Service. It introduces Sangam Biradar and their experience with Docker, Golang, Kubernetes, cloud computing, and more. It then discusses popular IoT boards like Raspberry Pi and integrating a Pi with a Celestron telescope. The rest of the document focuses on using Docker and related technologies to build a low-cost CCTV security system using object detection and analytics on video streams from a Raspberry Pi camera.
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Introducing Pico - A Deep Learning Platform using Docker & IoT - Sangam Biradar
- 1. Simplifying Real Time Data Analytics with Docker, IoT & AWS Rekognition Service
- 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
- 4. How many of you run Docker on IoT Infra?
- 5. Alexa, can yousetup K8scluster on AWSCloud Human Life Business “IoT is changing & transforming everything from business to Life”
- 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. Popular IoT Boards BananaPiRaspberry Pi 3 Arduino OrangePi Nvidia Jetson Nano
- 8. Integrating Pi with Celestron Telescope
- 10. Let’s talk about Docker
- 11. 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”
- 12. Docker Inc. Product offerings
- 14. 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
- 15. Docker Swarm Running on Raspberry Pi Stack
- 16. 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
- 17. It’s Demo Time Turn Your Raspberry Pi into CCTV Camera
- 18. Let’s talk about Problem Statement
- 19. 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
- 20. 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
- 21. Introducing
- 22. Object Detection & Analytics Apache Kafka Raspberry Pi AWS Lambda AWS Rekognition System Docker Swarm Docker
- 23. How Pico works?
- 24. Deep Learning in 3 easy steps
- 25. Let’s talk about Apache Kafka
- 26. Apache Kafka is a community distributed event streaming platform capable of handling trillions of events a day.
- 28. Running Apache Kafka under Docker Swarm KAFKA_ADVERTISED_LISTENERS: INTERNAL://kafka-2:9192, EXTERNAL://35.189.130.4:9093
- 34. 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
- 35. Upcoming Event
- 36. Thank You!