Computer vision
Automatic Number Plate Recognition
Local ANPR system developed during the Medical Sensors India internship.
Documented system flow
How Automatic Number Plate Recognition is structured
Select a node to inspect its role.
Traffic image
A local image stream provides the number-plate input.
Interactive readme
Explore Automatic Number Plate Recognition
A concise, source-backed implementation record with the available project actions.
What is documented
- Used YOLOv8 for licence-plate detection and PaddleOCR for text extraction.
- Integrated ONNX and TensorRT for optimised inference; applied CLAHE and denoising preprocessing to improve OCR accuracy.
- Benchmarked RAM usage and inference time at each stage and overlaid predictions on images for local real-world traffic use.
Technology used
YOLOv8PaddleOCRONNXTensorRTComputer Vision
Source: supplied LinkedIn. This is a concise visualization of documented components, not a full internal deployment blueprint.