Edge AI License Plate Recognition System with Pi Camera
Real-time vehicle detection and automatic number plate recognition (ANPR) running locally on Raspberry Pi 5.
Project Overview
Deploy a lightweight YOLOv8 object detector coupled with PaddleOCR to recognize vehicle license plates in real-time video streams.
Tech Stack
- YOLOv8 Nano model exported to NCNN / ONNX runtime
- License plate character segmentation and OCR text extraction
- SQLite database logging of timestamps and vehicle IDs
- Email notification on VIP / Blacklist detection
Project Resources & Source Code
₹999.00Download the tested source code, PCB Gerber files, circuit schematics, and required assets for this project.