Pneumonia-Detection

It's the final project of the Masters' course "Intro to Computer Vision" at Skoltech University

Team Members

• Alsu Vakhitova
• Batyrkhan Gainitdinov
• Mohammed Deifallah

Problem Statement

Pneumonia detection on chest X-ray images.

Data

Dataset, we worked on, is available on Kaggle.

Here are some samples:

We also have additional images for Pneumonia from the personal archive by prof. Gainitdinova Viliya Vilevna at Sechenov university

Algorithms & Techniques

• Data Augmentation
• Feature Extraction
  • Histogram of Gradients (HoG)
  • Local Binary Pattern (LBP)
• Classification
  • Support Vector Machine (SVM)