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
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
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
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”
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
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
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