The sketch was drawn by Jane Rosenberg, who has been a courtroom artist for over 35 years.
"I have to say, I apologize to Tom Brady if I didn't make him as good looking as he really is," Rosenberg told ABC News. "I'm probably going to go home and feel terrible."
Rosenberg, who said she never has really engaged in social media said the meme craze is something new to her.
"Someone forwarded me some of the cartoons and his sketched face on various characters, and there were some mean comments and whatnot," she said. "I guess they're just having fun. I'm glad everyone has a lot of free time."
Here are some of the memes making rounds on Twitter and other social media: