AI-Powered Number Plate Detection with ESP32-CAM
Build a smart vehicle recognition system using ESP32-CAM and an AI-powered cloud API for real-time license plate detection.
Capture images, send them to the server, and retrieve decoded results for use in tolling, parking, or security applications.
Client
Peer Builder
Service Provided
IEEE Report
The Goal:
processing. Empower smart infrastructure with automation for gates, parking systems, and traffic validation using cloud-assisted AI.
1
The Challenge:
Ensuring stable image capture and efficient HTTP data transmission from ESP32-CAM to the cloud under limited hardware. Maintaining response accuracy and display synchronization with OLED while avoiding processing delays and memory issues.
2
The Result
Achieved seamless vehicle number plate detection using minimal local resources via cloud-based AI integration. Successfully displayed real-time results on OLED and demonstrated scalability for smart city applications.
3
