X-Ray Image Clustering using K-Means Algorithm

Overview

This repository contains code for clustering X-ray images using the K-Means algorithm. The dataset used for this project consists of flipped X-ray images, and the clustering is performed to group similar images together.

Getting Started

1. Clone the repository:

   git clone https://github.com/anirudh6415/Clustering_Xray-s.git
   cd Clustering_Xray-s

2. Install dependencies:

   • pip install Python3
   • pip install torch
   • pip install opencv-python
   • pip install matplotlib

Results

Cluster Visualization

You can visualize the clustered X-ray images with the following images: K-means prediction labels