Tushar010/Lung-nodule-detection

🫁 Lung Nodule Segmentation

Streamlit demo for lung nodule segmentation using a 2D U-Net trained on the LUNA16 dataset.

Model source: ayush9304/Lung_Cancer_Detection

How it works

1. 1.Upload a CT scan slice image (PNG/JPG)
2. 2.App extracts the lung region via thresholding + morphology
3. 3.U-Net predicts nodule mask
4. 4.Overlay highlights detected regions

⚠️ Demo / educational use only. Not for clinical diagnosis.

Run locally

pip install -r requirements.txt
streamlit run app.py