MNK/portfolio
Computer vision

License Plate Recognition

Edge-based plate localization

Created pipeline for license plate localization using edge detection and implemented robust plate isolation system.

Problem

Locate license plates in vehicle images.

Approach

  1. Edge detection for plate localization
  2. Robust plate isolation
License Plate Recognition workflow: 2 stages from input to result
Workflow

Results

  • Working localization and isolation pipeline

Stack

  • Python
  • OpenCV
  • NumPy

By Muzammil Nawaz Khan, AI Engineer.