I’m not an expert in the field but intuitively from my own experience I’d say what’s missing is a world model. By trying to be more conscious about my own vision I’ve started to notice how common it is that I fail to recognize a shape and then use additional knowledge, context and extrapolations to deduce what it can be.
A few examples I encountered recently: If I take a picture of my living room many random object would be impossible to identify by a stranger but easy by the household members. Or when driving, say at night I see a big dark shape coming from the side of the road? If I’m a local I’ll know there are horses in that field and it is fenced, or I might have read a warning sign before that’ll make me able to deduce what I’m seeing a few minutes later.
People are usually not conscious about this but you can try to block the additional informations to only see and process only what’s really coming from your eyes, and realize how soon it gets insufficient.
> If I take a picture of my living room many random object would be impossible to identify by a stranger but easy by the household members.
Uneducated question so may sound silly: A sufficiently complex vision model must have seen a million living rooms and random objects there to make some good guesses, no?
A few examples I encountered recently: If I take a picture of my living room many random object would be impossible to identify by a stranger but easy by the household members. Or when driving, say at night I see a big dark shape coming from the side of the road? If I’m a local I’ll know there are horses in that field and it is fenced, or I might have read a warning sign before that’ll make me able to deduce what I’m seeing a few minutes later.
People are usually not conscious about this but you can try to block the additional informations to only see and process only what’s really coming from your eyes, and realize how soon it gets insufficient.