This X Does Not Exist
Using generative adversarial networks (GAN), we can learn how to create realistic-looking fake versions of almost anything, as shown by this collection of sites that have sprung up in the past month. Learn how it works.
This Person Does Not Exist
The site that started it all, with the name that says it all. Created using a style-based generative adversarial network (StyleGAN), this website had the tech community buzzing with excitement and intrigue and inspired many more sites.
This Cat Does Not Exist
These purr-fect GAN-made cats will freshen your feeline-gs and make you wish you could reach through your screen and cuddle them. Once in a while the cats have visual deformities due to imperfections in the model – beware, they can cause nightmares.
This Rental Does Not Exist
Why bother trying to look for the perfect home when you can create one instead? Just find a listing you like, buy some land, build it, and then enjoy the rest of your life.
This Waifu Does Not Exist
This one is a little stranger than the others, but I bet you'll read more of the plot summary than you expect. It's engrossing.
This URL Does Not Exist
It doesn't, but at the same time it kind of does. Does that sound too cryptic? Click on it and you'll understand (and look at the URL). A simple but effective satire into the entire hype, but as far as I know doesn't utilize any form of deep learning.
This Startup Does Not Exist
If your IP address is in San Francisco, this site actually just redirects to a random portfolio company from an AI-, blockchain-, or crypto-focused venture capital firm. Can you spot the difference? (Disclaimer: that was a joke).
This Question Does Not Exist
By generating seemingly realistic Stack Overflow questions, you can keep this open on your computer to seem like you're actually doing work. The most interesting aspect is the "Other Random Questions" section on the right side of the page, which shows other equally synthetic questions.
This Resume Does Not Exist
To showcase their resume template builder, this company went as far as to incorporate TextgenRNN – not quite a GAN but rather a recurrent neural network (RNN) specializing in text generation. Bonus points – the headshots used in each resume are from thispersondoesnotexist.com.
This Emotion Does Not Exist
While it doesn't necessarily use Deep Learning, this site showcases the power of a relatively simple model's ability to interpret emotions from facial expressions. The results may shock you. Or delight you. Or anger you. Regardless, the site can identify the emotion.
This Vessel Does Not Exist
Drawing a beautiful parallel between Generators and Discriminators in GANs and apprentices and masters in ceramics, this site demonstrates the beautiful ability of neural networks to replicate the mastery of professionals at yet another craft.
These Lyrics Do Not Exist
Now we can generate lyrics for a song given a theme or topic. If only we combined this with text-to-speech and a melody-generating model to create completely original songs. Then the music industry would take GANs seriously.
This Snack Does Not Exist
For when you're feeling especially hungry and creative, this website will remind you that you're more hungry and less creative than you thought.
This Meme Does Not Exist
Honestly, if I had to quantify the site with the largest value-add to humanity, this would be in the top three. Memes galore and so much more on every pageload.
This Chair Does Not Exist
Before I explain this site, you may want to take a seat, preferably in one of the chairs generated by this GAN. What's more is that the chairs are all 3D and you can fine tune the "weirdness."
This Foot Does Not Exist
Note that this is an SMS chatbot. You can text it to get pictures of feet. The pictures are animated. The feet are nonexistent. Why would you want to do this? Who knows.
This Artwork Does Not Exist
Be inspired by minimalism, realism, post-modernism, pre-modernism, modernism, and ancientism (not actually a thing). No matter your art preferences, you can find it here with enough refreshing.
This Chemical Does Not Exist
Who said drug discovery is hard? Just refresh until you find the right chemical. In all seriousness, the fact that this renders a 3D model with the correct bond pairings is impressive.
This Horse Does Not Exist
Some of the horses have people on them, but it seems like they're also generated by the GAN since something always seems a bit off with the people. The horses, as always, look great.
This Word Does Not Exist
Using GPT-2, this website manages to generate words that sound like they should exist, but don't. Great for startup names or baby names (now that the coveted X Æ A-12 is taken).
This Satire Does Not Exist
It's hard enough to tell what news is real and what news isn't with The Onion and the craziness of the world today. But this site takes it a bit further by generating everything. And yet it all seems so plausible...
This MP Does Not Exist
With the state of politics in the world, who wouldn't want a refreshing new face in charge? The author of this site trained a GAN on real faces of UK Parliament. Unfortunately the faces this model generates don't actually exist, but they still get my vote.
This Pony Does Not Exist
This site was created with user experience in mind. You can pan the generated ponies, zoom in, and even auto-expand on hover. And best of all, each pony is uniquely made for you.