MNK/portfolio
Computer vision

Braille Digits Recognition

Dot-pattern digit recognition

Built system to recognize Braille characters through dot pattern analysis and distance metrics for character differentiation.

Problem

Recognize Braille characters from images.

Approach

  1. Dot pattern analysis
  2. Distance metrics to differentiate characters
Braille Digits Recognition workflow: 2 stages from input to result
Workflow

Results

  • Recognizes Braille digits from dot patterns

Stack

  • Python
  • OpenCV
  • Pattern recognition

By Muzammil Nawaz Khan, AI Engineer.