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Traffic Identifier

A computer vision system that identifies vehicles in a real-time video stream.

Resources

Time Spent

50 hours

Lines of Code

Python 3: 800

Technologies

Python 3

YOLOv11

ffmpeg

OpenCV

SQLite

Google Cloud Compute Engine

Google Sheets API

Google Gemini API

About This Project

Traffic Identifier Application Screenshot

I built a real-time interstate traffic identifier to not only count vehicles, but also identify the company they represent. To do this, I used YOLOv11 to detect vehicles, Google Gemini API to identify the company for all trucks, and finally a SQLite database to store the data. At set intervals the data is uploaded to a Google Sheet. Finally, in order to run 24/7, I used a Google Cloud Compute Engine instance running Linux.