JubairAnjumRony/Poultry_Disease_Detection ? reverse-engineered prompt

Build me a simple web app for chicken disease detection from images.

I want a user to be able to open the site, upload a chicken image, and get a clear result telling them whether the bird looks healthy or has a disease. If possible, show the prediction confidence too, and make the page easy to use with a clean upload form and result screen.

Please also wire up the full training and prediction flow so the project can run end to end, not just the front end. I want it set up so I can train the model, save the outputs, and then use the saved model in the app. If you need current setup details or best practices, look up the latest docs online.

Keep it simple and practical, with everything working locally first. After that, make sure it is ready to run in a container and easy to deploy later.