FEATURED TOP LISTS Follow us on twitter
AppAdvice AppAdvice/TV WatchAware

We worked on a consumer-facing model ported on mobile devices to help reduce cycling accidents

RoadDetect

by Kush Pandey

What is it about?

We worked on a consumer-facing model ported on mobile devices to help reduce cycling accidents. Our iOS application is designed to detect potholes in real-time when mounted on a cycle with the camera facing the road.

App Details

Version
1.1
Rating
NA
Size
30Mb
Genre
Utilities Education
Last updated
October 23, 2020
Release date
October 20, 2020
More info

App Store Description

We worked on a consumer-facing model ported on mobile devices to help reduce cycling accidents. Our iOS application is designed to detect potholes in real-time when mounted on a cycle with the camera facing the road.

We use SOTA algorithms for object detection and tracking to complete our software. The SSD MobileNet model is trained for over 30,000 images of 4 types of potholes. We integrated this SSD model into an app and then are in the process of using this app to register potholes for local municipal corporations. The model works with an mAP of 60% and is definitely going to benefit both the government with automatic road analysis and the general public with avoiding accidents. We used the TF converter to create an edge device compatible model and adapt real-time detections on a phone. The project can help governments significantly reduce accidents and better register pothole data.

Disclaimer:
AppAdvice does not own this application and only provides images and links contained in the iTunes Search API, to help our users find the best apps to download. If you are the developer of this app and would like your information removed, please send a request to takedown@appadvice.com and your information will be removed.