Pics on car select screen missing?

Some of the pictures of the cars on their tabs on the car selections screen are blank.
Has this happened to anyone else?

Do NOT try this for specially painted gift cars or you will forever lose the skin.

But if it’s just a shared or your own custom paint. Switch to a new skin and switch back. This fixed the issue for me.