A couple of Stanford acceptance fed a computer over 400,000 memes in an effort to teach it how to accomplish its own. When they were finished, and the apparatus was trained, they looked upon their conception and absitively it was dank.

Dank Acquirements is a method for breeding memes using deep learning. Just like any other neural network, it bounces an idea around amid altered acquirements layers until it comes up with article agnate to what it’s been accomplished on.

People learn the same way. One does not simply slap calm some words and pictures and call it a meme. It takes a acute eye and a keen wit to create a acknowledged meme, and most machines aren’t very funny.

In order to actuate the, uh, ‘dankocity’ of the AI-generated memes, the advisers enlisted human volunteers to review the images. The reviewers were given images created by humans and machines to actuate if they could tell them apart, and asked to rank images by order of hilarity.

Abel L. Peirson V and  E. Meltem Tolunay, the Stanford duo who created Dank Learning, announce it’s as good at making memes as people are. According to their white paper:

For our final test we show 20 altered memes to 5 people from assorted backgrounds and note if they can differentiate them from real (training set) memes of the same format and random text generated memes. The same people also ranked the memes being shown on how funny they found them on a scale of 0-10.

And the adjudication was:

The boilerplate meme produced from both is difficult to differentiate from a real meme and both variants scored close to the same alertness rating as real memes, though this is a fairly abstract metric.

Don’t just take the advisers and their volunteers’ word for it though. Below you’ll see a alternative of memes created via Dank Learning. Do any of these automated memes make you ROTFL?



While it’s accessible the analysis duo were simply advancing a mutually absorbing use-case for apparatus learning, I’d like to accept they had a more lofty agenda. In my absolutely apprenticed opinion, Dank Acquirements is an AI-generated meme claiming to universities around the world.

That’s right: it’s a meme-off. What you got Harvard and Yale?

Read next: Snap Kit could turn Snapchat into the next mobile exchange