ARTIFICIAL INTELLIGENCE
Vehicle Tracking Dashboard
An interactive dashboard that reveals customer habits and trends in real time.
CUSTOMER
Fratelli Taina
JOB
OpenCV, Ultralytics, Azure
Developing a computer vision pipeline to monitor car wash usage
TECH
THE CHALLENGE
How can I clearly monitor how and who uses the car wash?
To improve its service, the client needed detailed monitoring of its car wash: which vehicles entered, how often, and how external conditions influenced customer behavior. Traditional systems didn't provide clear data or a useful history for strategic decision-making.
OUR SOLUTION
We transformed video streams into AI-analyzable information.
We developed a pipeline that connects directly to the cameras via VPN, recording video streams with OpenCV and storing them on Azure. The collected data feeds an Object Detection model (Ultralytics) capable of recognizing and classifying vehicles.
The information was transformed into key metrics and correlated with weather data, providing a comprehensive view of customer habits. All of this is made accessible through a web app with interactive dashboards, allowing customers to monitor performance in real time and plan targeted actions.
