Medical AI
Pneumonia Detection
Medical AI system for chest X-ray analysis and pneumonia detection.
YOLOv8Computer VisionMedical AIOpenCV
Overview
A medical imaging model using YOLOv8 and OpenCV to detect pneumonia markers from chest X-ray images, covering the full pipeline from dataset preparation to evaluation.
Problem
Medical image review is time-intensive and error-prone without AI assistance.
Solution
Built a vision pipeline that preprocesses, detects, and evaluates pneumonia indicators in medical imagery.