It takes a while to internalize what's difficult about the problem. Partly I think it's that humans take for granted their ability to see, which requires no conscious effort but expends 70% of the brain's computational resources at any time. It's not clear AGI is required... computer vision is not known to definitely be AI-complete. It's a very difficult problem but could potentially be solved in the next several years.