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A newer version of the Gradio SDK is available: 5.44.0

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metadata
title: Brain Tumor Segmentation AI
emoji: 🧠
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: 4.0.0
app_file: app.py
pinned: false
license: mit

🧠 Brain Tumor Segmentation AI

An advanced deep learning application for automatic brain tumor detection and segmentation in MRI images.

Features

  • 📤 Easy Upload: Support for image upload and camera capture
  • 🎯 Accurate Segmentation: Uses pre-trained U-Net model for precise tumor detection
  • 📊 Detailed Analysis: Provides tumor statistics and visual overlays
  • 🌐 Web-based Interface: No installation required, runs in browser
  • 📱 Mobile Friendly: Responsive design works on all devices

How to Use

  1. Upload an MRI brain scan image or use your camera
  2. Click "Analyze Image" or wait for auto-processing
  3. View the segmentation results and analysis report

Technology

  • Model: Pre-trained U-Net architecture
  • Framework: PyTorch
  • Interface: Gradio
  • Hosting: Hugging Face Spaces

Medical Disclaimer

⚠️ Important: This tool is for research and educational purposes only. Do not use for medical diagnosis. Always consult qualified healthcare professionals for medical advice.

License

MIT License - see LICENSE file for details.