it would be completely naive to implement it that way, considering there is an entirely new attribute video applies over images which of course is "time".
I don't know shit about ML- talking out of my ass here- but I'd be surprised if the algorithms didn't account for changes over time or canonical entity recognition (is this the same boat that was in the last image)?