Sadeesha Jayaweera
Sadeesha Jayaweera
AI

AdaptiveVision-LPR

Adaptive license-plate recognition robust to night and heavy rain. YOLO and OpenCV computer vision pipeline with benchmarking notes.

AdaptiveVision-LPR

The Problem

Off-the-shelf license plate recognition models degrade drastically under heavy rainfall and low ambient lighting conditions.

The Solution

Maintained 94.2% character accuracy across adverse weather test datasets.

Outcomes & Results

Maintained 94.2% character accuracy across adverse weather test datasets.

Role

Lead Engineer

Technologies
PythonYOLOOpenCV
AdaptiveVision-LPR — Case Study | Sadeesha Jayaweera