I'm working on a project that requires determining if the page representing a hosted file on a third party platform (such as rapidgator or nitroflare) is still up or not.
I have identified several hundred file hosting services and each of them have their own way of displaying up vs down pages.
Is it possible to design/train a model that would classify screenshots of these hosted file pages as up vs down? If so what approach is recommended? Does using a method other than image classification make more sense here?