RamyJamea/QR-Malware-Shield ? reverse-engineered prompt

Build me a Python app that scans QR codes and tells me if they look safe or potentially harmful.

I want it to work in two ways, first by looking at the QR image itself with a deep learning model, and second by decoding the QR code into a URL or string and checking that too. The app should let me upload or test a QR image, run both checks, and show a simple result like safe or suspicious, along with confidence or score details if possible.

Please make it feel like a real security tool, with clear output, basic test samples, and a simple way to run it from the main script. If you need current library docs or setup details, look them up online. I also want the project organized so it’s easy to train, test, and compare the two approaches, and it should include any helpful charts or metrics for precision and recall so I can see how well it works.