Computer Vision
Vehicle Surveillance System
Real-time plate recognition, vehicle classification, and entry/exit logging.
PythonOpenCVPaddleOCRReactFastAPIPostgreSQL
← Back to All Projects
THE PROBLEM
A firm needed to track every vehicle entering and leaving — plate number, type, color, timestamp — without manual logging.
THE SOLUTION
Built a CV pipeline on CCTV feed: plate detection → OCR → vehicle classification → timestamped entry/exit log → React dashboard with filters.
WHAT WE BUILT
Live plate number recognition
Vehicle type and color classification
Timestamped entry/exit log
Dashboard with filters and export
Alert on unrecognized plates
DEMO
Click to load demo video
TECH STACK
PythonOpenCVPaddleOCRReactFastAPIPostgreSQL
OUTCOME
Replaced a full-time manual logging process. Complete audit trail with per-plate history.