kukatireshmitha986-create/Face-Mask-Detection ? reverse-engineered prompt

Build me a simple face mask detection app that can tell whether an uploaded image shows a person wearing a mask or not. I want it to use a trained deep learning model, show the prediction and a confidence score, and have a clean Streamlit web page where I can upload a photo and see the result right away.

Please also include the training and testing scripts so I can train the model on my own dataset if needed, save the trained model, and display the training accuracy and loss graphs. Use image resizing and basic preprocessing so it works with normal photos, and keep everything easy to run locally with clear setup instructions. If anything is unclear, look up the current docs online and make sensible choices.