I’m the same, but then I realized I can likely identify a bunch of makes models and years of guitars and basses by a partial photo.

I’m not super familiar with cars either, but for people that are, things like the fuel door and cap are unique between different makes and models. If you stare at cars enough, you just kinda begin to know these things