---
title: Breast Cancer Prediction
emoji: 🩺
colorFrom: blue
colorTo: purple
sdk: streamlit
sdk_version: 1.48.1
app_file: app.py
pinned: false
---

# Breast Cancer Prediction System

This application uses deep learning to analyze mammogram images for breast cancer detection.

## Features
- Upload mammogram images (JPEG, PNG)
- Enter patient information
- Get instant prediction results
- View confidence levels
- See processed images

## Technical Details
- Model: TensorFlow CNN trained on clinical datasets
- Input: 224x224 grayscale images
- Output: Binary classification (Benign/Malignant)

> **Note**: This is a demonstration tool and not a substitute for professional medical diagnosis.