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๐Ÿฅ‡ 1st place winner | Bump.IT - Pothole detection and mapping. Using data science methods of analysis, mobile phone's telemetry, computer vision, and, deployed through Azure.

Home Page: https://www.b-r.io/microsoft/

License: MIT License

Python 0.42% Jupyter Notebook 99.58%
data-science internet-of-things pothole-detection computer-vision geocoding

2019-microsoft-iot-hackathon's Introduction

๐Ÿฅ‡ Bump.IT | 2019 Microsoft IoT Hackathon

This application idea got us first place at a 24hr Microsoft Azure Sponsered Hackathon competition, partnered with The Cannon, Houston TX. read blog Read blog post my website, which goes more in depth and how we built this.

mockup

About

Bump.IT is a solution to the issues costing American drivers $6.4 billion dollars per year, that is in both repair and insurance cost's. Additionally, the average price to repair a pothole including labor is about $30 - $50 / pothole, while the damage that single pothole may cause are up to $300 /year/vehicle. Thus the effort to fixing the affected roads is extremely cost-effective. (2016) pothole.info

Having won the competition, post minimum-viable-product, granted us full access to MS Azure cloud infrastucture. Which we will employ for the future continued development of the application.

Features (End goals)

  • Live Computer Vision using OpenCV

gif

  • Geocoding/Mapping

geocoding

Contributors


ยฉ Brian Ruiz

2019-microsoft-iot-hackathon's People

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