Media folder is empty

I’m trying to upload some images, but it fails every time. It could be permission issues because I have had trouble with that earlier in the project. But the weirdest thing is that I see on my server that the media folder is suddenly empty, while all the media in the wordpress backend is still there and the website is still running fine. How did this happen?