I have been trying to find a Tiny Circa-2015 Neural Network to generate Halloween costumes. Running on one hair-covered laptop, Char-RNN has no online training, but learns from scratch to simulate the data I give it.
In the past I also returned the dataset from the year 2018, more than 7100 hats submitted by users for Halloween (3173 with direct direct output). Char-RNN produced some great outfits. But because its training data was old, it was missing the latest pop culture. I asked the readers of Ai Fireirdness to help submit many details to bring the Net Net to this point, and deliver! The Clothing Dataset now contains 8362 entries (about 5730 in direct replication). I trained char-rnn on the updated 2025 dataset and now… it still doesn't know how to end the phrase “kpop” with something like “Kpop Demon Hunters”.
Kpop dumpster
Kpop and American cheese
Kpop Assassin
Kpop of wood
Kpop store
Kpop Gronceie
Kpop egg
Kpop of perloween app
It's not the neural network's fault. People have posted some characters from KPOP demon hunters, and one reference to “K-POP Demon Hunters” but without Internet training to draw, he knows that any of these are related. Nor can the lower and upper appersec be the same. In it, “kpop” and “K-POP” are not as different as “that” and treatment “.
However, Char-RNN is able to create new outfits by moving individual words around certain outfits to each other, leading to new interesting designs that no one can explain.
Steve Skeleton
Strange Sform Thor
Roman scientist
Green elizabeth
Health Laura
Big Chicken Princema
Gus panther
Glamrock Batman
Spider Fred
Angel of pot hair
Jamm the hedgehog
Grandma Marshmallow
Captain Daggy
Robot van Ostrich
I think of jamm the hedgehog as some kind of 90s mascot with a surfboard and neon lights, designed to convince kids that the regional sewer is actually cool.
I'm not sure how I see some of these, but these are dresses you can wear as.
The Shunsuit
A working reputation
The Vampire of Liberty
Chill
Santa man
Nice pants
Sexy Swan Mage
The Nunga horse
Shovel Scientist
A girl's girl
Grumpy throat
Pool Unicorn
Wants a Dress
(There were some fiery costumes brought to this round, including the “Forland Frog Frog”.)
Usually Char-RNN's clothes are made for basically no sense at all. I don't know how you could do most of these.
Potato skin
The Bride of Gronceie
Wild of Dragon
Inspiration
A frog wig
Sexy 209
King of Thor
Ghost of humbun
Ninja Bear
Fire-Brow
Ghost concept
Two batteries
Hot Devil
Army in a perfect bun
One thing that hasn't gone away since 2018 is the ubiquitous Ruth Bady Ginsburg outfit. In the original data, the person who wore more than 60 clothes is Ruth Bader Ginsburg Ginsburg (my favorites include rutabaga Ginsburg, on paper Rock Ginsburg, and Ruth Bader Jarlsberg). Because of this, most hats produced were “Ruthe Bader Ginsburg” or variations.
Glinda the American Ginsburg
Holy bear gisburg
Smurfy Ginsburg
Black bear pants
With these helpful costume ideas provided by the intelligent power of tiny AI, you can go to that meeting safe in the knowledge that you will be the only “ghost of humbun” there.
Bonus content for Ai Fireirdnessness supporters: more secrets and high quality Halloween ratime.
