MNK/portfolio
Computer vision

Skin Image Segmentation

Segmentation scored with IoU

Designed segmentation system using Connected Component Labeling and achieved accurate results with IoU metrics.

Problem

Segment skin lesions from images.

Approach

  1. Connected Component Labeling
  2. IoU metric to evaluate masks
Skin Image Segmentation workflow: 2 stages from input to result
Workflow

Results

  • Accurate segmentation results measured by IoU

Stack

  • Python
  • OpenCV
  • Image segmentation

By Muzammil Nawaz Khan, AI Engineer.