README.md

metadata

title: Alzheimer's Detection AI
emoji: 🧠
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: false
license: mit

Alzheimer's Detection AI Model

This application uses a deep learning model to detect and classify different stages of Alzheimer's disease from MRI brain scans.

Features

• Real-time Analysis: Upload MRI images for instant classification
• Multi-stage Detection: Identifies 4 different stages:
  • Non Demented (Healthy)
  • Very Mild Demented
  • Mild Demented
  • Moderate Demented
• Confidence Scoring: Provides prediction confidence levels
• User-friendly Interface: Clean, intuitive Gradio interface

How to Use

1. Upload an MRI brain scan image
2. Click "Submit" to analyze
3. View the predicted stage and confidence score

Model Information

The model is trained using TensorFlow/Keras and processes 64x64 pixel MRI images to classify Alzheimer's progression stages.

Disclaimer

This tool is for educational and research purposes only. It should not be used as a substitute for professional medical diagnosis or treatment.