Tanishka-Gaidhankar/Image-Quality-Classifier ? reverse-engineered prompt

Build me a simple app that can tell whether a face photo looks good or bad for things like identity checks or profile uploads.

I want it to take an image, run it through a trained model, and show a clear result like Good or Bad. If the photo is bad, also show a few easy to understand reasons, like if it is too blurry, too dark, noisy, or low quality, and give a short suggestion for how to fix it. A clean web interface would be great so I can upload a picture and see the result right away.

Use the existing image folders, labels, and saved model if they are already there, and make the app easy to run locally. If anything is missing, fill it in in the simplest way that works. You can look up current docs online if you need to.