sridharrr/brain-tumor-segmentation

🧠 Brain Tumor Detection & Segmentation

This application uses a deep learning U-Net (ResNet34) model to detect and segment brain tumors from MRI images.

🚀 Features

• —Upload grayscale brain MRI images
• —Automatic tumor region segmentation
• —Visual mask and overlay output
• —CPU-friendly deployment

🧪 Model Details

• —Architecture: U-Net
• —Encoder: ResNet34
• —Input size: 256 × 256 (grayscale)
• —Framework: PyTorch + segmentation-models-pytorch

📌 Usage

1. 1.Upload an MRI image
2. 2.View predicted tumor mask
3. 3.Analyze overlay visualization

⚠️ For educational and research purposes only