Why is machine vision a hard problem? As humans, we look at a dog and we see the dog. That’s all there is to it. Surely making machines that do the same isn’t that hard, right?
It actually turns out to be one of the toughest problems around, because that ‘simple’ seeing we do is in fact managed by our brains more than our eyes – and the brain is, well, the most complex object in the universe.