TumblrFeed

Where Every Scroll is a New Adventure

Machine Learning - Blog Posts

6 years ago
"At The Last Possible Moment It Jumped, One Denim Hoof Narrowly Missing My Head. It Was Probably Just

"At the last possible moment it jumped, one denim hoof narrowly missing my head. It was probably just trying to scare me.”


Tags
6 years ago
Spotted From My Beach Hideout While Bird-watching. Could This Be The Rumored Notsob Mynadics BusDog Infantry

Spotted from my beach hideout while bird-watching. Could this be the rumored Notsob Mynadics BusDog infantry transporter?


Tags
6 years ago
Florida Man According To Http://t2i.cvalenzuelab.com/ Is Better On His Own

florida man according to http://t2i.cvalenzuelab.com/ is better on his own


Tags
6 years ago
I Tried This Thing And Thought Maybe It Deserved A Post Of Its Own.
I Tried This Thing And Thought Maybe It Deserved A Post Of Its Own.
I Tried This Thing And Thought Maybe It Deserved A Post Of Its Own.
I Tried This Thing And Thought Maybe It Deserved A Post Of Its Own.

I tried this thing and thought maybe it deserved a post of its own.


Tags
6 years ago

I tried it:

I Tried It:
I Tried It:
I Tried It:
I Tried It:
I Tried It:

This AI is bad at drawing but will try anyways.

There was a paper recently where a research team trained a machine learning algorithm (a GAN they called AttnGAN) to generate pictures based on written descriptions. It’s like Visual Chatbot in reverse. When it was just trained to generate pictures of birds, it did pretty well, actually. 

image

(Although the description didn’t specify a beak and so it just… left it out.)

But when they trained the same algorithm on a huge and highly varied dataset, it had a lot more trouble generating a picture to go with that caption. Below, I give the same caption to a version of their algorithm that has been trained to generate everything from sheep to shopping centers. Cris Valenzuela wrapped their trained model in an entertaining demo that attempts to generate a picture for any caption.

image

This bird is less, um, recognizable. When the GAN has to draw *anything* I ask for, there’s just too much to keep track of - the problem’s too broad, and the algorithm spreads itself too thin. It doesn’t just have trouble with birds. A GAN that’s been trained just on celebrity faces will tend to produce photorealistic portraits. But this one, however…

image

In fact, it does a horrifying job with humans because it can never quite seem to get the number of orifices correct.

image
image
image

It’s fun to ask it to draw animals though. It knows the texture of giraffes, but not quite exactly their shape. And it knows that boats are on the water, but not necessarily that they are boats.

image

It also (like many other image recognition algorithms) gets a bit confused about the difference between sheep and the landscapes they’re found on. Other algorithms recognize sheep in pictures of empty green fields. And this one, when asked to draw sheep…

image

That’s different, though, from asking it to draw *a* sheep. In that case, it knows exactly what to do. It draws the sheep, and then just to be safe it fills the entire planet with wool too.

image

It really likes drawing stop signs and clocks. Give it the slightest opportunity to draw one, and it will chuck those things all over the place.

This AI Is Bad At Drawing But Will Try Anyways.
This AI Is Bad At Drawing But Will Try Anyways.

Other than its horrifying humans, this algorithm can actually be pretty delightful. 

image
image
image
image
image
image

Try it for yourself!

I had way too much fun generating these and ended up with way more than would fit in this one blog post. I’ve compiled a few more of my favorites. Enter your email and I’ll send you them (and if you want, you can get bonus material each time I post).


Tags
9 months ago

WILLIAM ATREIDES II OF TERRA AND ANDOR'S ENERGY SIGNATURE

WILLIAM ATREIDES II OF TERRA AND ANDOR'S ENERGY SIGNATURE HAS BEEN USED BY CRIMINALS AS A DISGUISE FOR AN INCREDIBLY LONG TIME, AND BECAUSE OF THAT FACT, IS NOT A SOURCE OF ACCESS TO CRIMINAL SYSTEMS AND IS ALREADY NEARLY COMPLETELY IGNORED AND EDITED OFF BY ALL CRIMINAL SYSTEMS, WHICH IS ESPECIALLY IMPORTANT BECAUSE OF THE LARGE NUMBERS AND WIDE VARIETY OF CRIMINALS FROM TOTALLY DIFFERENT PLACES USING THIS ENERGY SIGNATURE DISGUISE SCAM WITH HIS ENERGY SIGNATURE USED AS THE PROJECTED MASK TO COVER THE CRIMINALS’ OWN ENERGY SIGNATURES. CRIMINALS ALSO KNOW NOT TO CONTACT WILLIAM ATREIDES II'S ENERGY SIGNATURE BECAUSE THEY HAVE NO IDEA WHO MIGHT BE USING IT AS A DISGUISE.


Tags
10 months ago

MOFF TARKIN USES "THE GRINCH FAMILY" AS PUPPET GOVERNMENTS ON OTHER INSTANCES OF HIS HOME PLANET ALDERAAN, AND THEY RENAMED THE PLANET IN THOSE TIMES AS LILLIPUT.


Tags
Loading...
End of content
No more pages to load
Explore Tumblr Blog
Search Through Tumblr Tags