README.md

metadata

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:

   python -m venv .venv
   source .venv/bin/activate
   

2. Install dependencies:

   pip install -r requirements.txt
   

3. Run the application:

   python app.py
   

4. Open http://localhost:7860 in your browser.