I mean I can't even tell. Because no bus looks the way the bus in the image looks.
I've never in my life seen a bus where the windshield was the same size and shape as the back window. Never in my life seen a bus that didn't have brake lights or turn signals. And so forth.
In other words, there are so many things wrong with the "bus" that I don't know why you'd assume that if the "artist" had drawn it from the other side they would have bothered to include a door.
Kids immediately recognize the view must be from the driver's side of the bus because they're not examining the situation. They're taking the first piece of relevant information and rolling with it. No door means passengers get on the other side, so it's going whatever way you assume traffic across the street should go based on where you live.
Honestly, this image is a terrible example to illustrate their point. I think it's more likely that children are more likely to actually use public transit, which is why they'd be able to detect the missing door quickly.
And, knowing that we are looking at the driver's side because of the absence of doors, the answer depends on which side of the road the bus is designed to be driven on.