https://github.com/brianruizy/2019-microsoft-iot-hackathon

🥇 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.
https://github.com/brianruizy/2019-microsoft-iot-hackathon

computer-vision data-science geocoding internet-of-things pothole-detection

Last synced: 2 months ago
JSON representation

🥇 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.

• Host: GitHub
• URL: https://github.com/brianruizy/2019-microsoft-iot-hackathon
• Owner: BrianRuizy
• License: mit
• Created: 2019-12-14T16:35:54.000Z (about 5 years ago)
• Default Branch: master
• Last Pushed: 2022-10-14T16:44:38.000Z (about 2 years ago)
• Last Synced: 2024-10-11T10:53:08.012Z (3 months ago)
• Topics: computer-vision, data-science, geocoding, internet-of-things, pothole-detection
• Language: Jupyter Notebook
• Homepage: https://www.b-r.io/microsoft/
• Size: 6.08 MB
• Stars: 19
• Watchers: 4
• Forks: 5
• Open Issues: 4
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# 🥇 **Bump.IT** | 2019 Microsoft IoT Hackathon

![](https://camo.githubusercontent.com/d0f65430681b67b7104f6130ada8c098ec5f66ba/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f636f64652532307374796c652d7374616e646172642d627269676874677265656e2e7376673f7374796c653d666c6174)

![](https://camo.githubusercontent.com/a307f74a14e41e762300323414ddef81f3d53ae2/68747470733a2f2f696d672e736869656c64732e696f2f6769746875622f6c6963656e73652f736f757263657265722d696f2f736f757263657265722d6170702e7376673f636f6c6f72423d666630303030)

This application idea got us first place at a 24hr Microsoft Azure Sponsered Hackathon competition, partnered with [The Cannon](https://thecannon.com/), Houston TX. 

[![read blog](https://b-r.io/favicons/favicon-16x16.png)](https://www.b-r.io/microsoft/) Read [blog](https://www.b-r.io/microsoft/) post my website, which goes more in depth and how we built this.

![mockup](https://user-images.githubusercontent.com/23439187/128644316-32e55811-edb9-4882-80c4-2d8192faa7f4.png)

## 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](https://www.pothole.info/2016/05/so-many-potholes-so-much-cost/) 

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



*  Geocoding/Mapping



## Contributors

[![](https://sourcerer.io/fame/BrianRuizy/BrianRuizy/2019-Microsoft-IoT-hackathon/images/0)](https://sourcerer.io/fame/BrianRuizy/BrianRuizy/2019-Microsoft-IoT-hackathon/links/0)[![](https://sourcerer.io/fame/BrianRuizy/BrianRuizy/2019-Microsoft-IoT-hackathon/images/1)](https://sourcerer.io/fame/BrianRuizy/BrianRuizy/2019-Microsoft-IoT-hackathon/links/1)[![](https://sourcerer.io/fame/BrianRuizy/BrianRuizy/2019-Microsoft-IoT-hackathon/images/2)](https://sourcerer.io/fame/BrianRuizy/BrianRuizy/2019-Microsoft-IoT-hackathon/links/2)[![](https://sourcerer.io/fame/BrianRuizy/BrianRuizy/2019-Microsoft-IoT-hackathon/images/3)](https://sourcerer.io/fame/BrianRuizy/BrianRuizy/2019-Microsoft-IoT-hackathon/links/3)[![](https://sourcerer.io/fame/BrianRuizy/BrianRuizy/2019-Microsoft-IoT-hackathon/images/4)](https://sourcerer.io/fame/BrianRuizy/BrianRuizy/2019-Microsoft-IoT-hackathon/links/4)[![](https://sourcerer.io/fame/BrianRuizy/BrianRuizy/2019-Microsoft-IoT-hackathon/images/5)](https://sourcerer.io/fame/BrianRuizy/BrianRuizy/2019-Microsoft-IoT-hackathon/links/5)[![](https://sourcerer.io/fame/BrianRuizy/BrianRuizy/2019-Microsoft-IoT-hackathon/images/6)](https://sourcerer.io/fame/BrianRuizy/BrianRuizy/2019-Microsoft-IoT-hackathon/links/6)[![](https://sourcerer.io/fame/BrianRuizy/BrianRuizy/2019-Microsoft-IoT-hackathon/images/7)](https://sourcerer.io/fame/BrianRuizy/BrianRuizy/2019-Microsoft-IoT-hackathon/links/7)

------

#### © [Brian Ruiz](https://github.com/BrianRuizy)