Covid 19 detection using chest x-ray image

I need project to get accuracy solving overfitting problem and the prediction should get conducted by a webapp having nice user interface where we can upload images and it'll show us the result and probability of being affected or not.
If we upload human flowers or any other images rather than chest x-ray covid positive or negative, other images will show the result invalid or unpredictable.