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2018-web/data/talks/PC-55476.yaml
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| # Talk details are specified in YAML files | |
| # YAML was selected because we can use multi-line strings and add | |
| # comments in the file. | |
| speaker_name: "Ian Whitestone" | |
| talk_title: "Who's There? Building a home security system with Pi & Slack!" | |
| # At least 1 tag is necessary!! | |
| talk_tags: | |
| - "data science" | |
| - "opencv" | |
| - "raspberry pi" | |
| - "motion detection" | |
| - "slack apps" | |
| - "10 minutes" | |
| talk_abstract: "How does one make use of that raspberry pi they bought years ago? This talk will summarize how you can turn your raspberry pi into a home security system, utilizing slack as a notifications and control system." | |
| talk_details: | | |
| In this talk I will show how I turned my raspberry pi into a home security system. | |
| I will start with going over the different options for home security with a raspberry pi, | |
| then go into detail about the method I chose, which uses a video feed, OpenCV, and background subtraction | |
| to detect motion. I will then show how you can layer on out of the box image classification algorithms to | |
| reduce the number of false positives, and show how slack can be used as a notifications system and GUI to | |
| control your system. While the talk will focus on home security systems with the raspberry pi, the technologies | |
| and methods used will highlight the potential for many other use cases. I will finish off with some lessons learned | |
| and other applications of these technologies. | |
| See the repo for some more info on the project: | |
| [https://github.com/ian-whitestone/rpi-security-system](https://github.com/ian-whitestone/rpi-security-system) | |
| # Markdown is supported | |
| about_author: | | |
| As a student of Chemical Engineering at Queen's University, Ian was pursuing a career back home in Calgary | |
| in the Oil & Gas industry. During one summer, he was thrown into the world of data science when he started | |
| trying to make money by using Python to optimize daily fantasy sports lineups. After the oil price started | |
| crashing, he realized he should probably look for work in another industry. | |
| With a new found passion for data science, Ian started working for Capital One in Toronto as a data scientist. | |
| For the past two years, he has been working on operational monitoring across the business, credit risk analysis, | |
| data infrastructure & risk models. In his spare time, Ian likes to participate in hackathons, work on side projects | |
| (usually involving a raspberry pi), or eat burrito boyz. | |
| # web link will only show if about_author section is present | |
| author_website: '' |