This is definitely a great lesson in "don't believe everything you see online." There are so many different accounts all over the internet that post fake or misleading pictures, either trying to pass them off as real, or having no idea they've been faked.
Luckily, accounts like @PicPedant on Twitter have taken to debunking these (sometimes obviously) fake pictures, giving us the lowdown on what's real and what isn't.