If you want to sell the images for commercial use, yes. If they're for a private collection, or for editorial use only, this isn't as necessary. I don't take photos of people generally, but there might be some people in a street scene because it's impossible to take the shot without a few people in the way. That would make it suitable for editorial or personal use only.