---
title: NeuroScan Brain Tumor Analyzer
emoji: 🧠
colorFrom: blue
colorTo: indigo
sdk: docker
pinned: false
app_port: 7860
---

# NeuroScan: Advanced Brain Tumor Analysis

This application uses a deep learning model to classify brain MRI images into four categories:
- Glioma
- Meningioma
- No Tumor
- Pituitary

## Technology Stack
- **Backend**: FastAPI
- **Model**: TensorFlow/Keras CNN
- **Frontend**: Vanilla HTML/CSS/JS with Futuristic UI
- **Deployment**: Docker on Hugging Face Spaces (CPU Inference)

## Local Setup
1. Create a virtual environment:
   ```bash
   python -m venv .venv
   source .venv/bin/activate
   ```
2. Install dependencies:
   ```bash
   pip install -r requirements.txt
   ```
3. Run the application:
   ```bash
   python app.py
   ```
4. Open `http://localhost:7860` in your browser.