hardmaru Profile picture
Jun 28 13 tweets 11 min read
Good Morning!

I tried to use text-to-image models to combine historical architecture with other locations around the world.

Here is “The Great Wall of San Francisco” by #Imagen

🧵Thread👇🏽 ImageImageImage
“The Great Wall of Stanford” generated using #Imagen

Accurate: ImageImageImage
Let’s take this somewhere more exotic.

Here’s “The Great Wall of Bali” by #Imagen ImageImage
“The Great Wall of Amalfi” by #Imagen

Another one of my favorite places in the world: ImageImage
“The Great Wall of Africa” by #Imagen ImageImageImage
“The Great Wall of Finland” by #Imagen

Looks so relaxing. 🇫🇮 ImageImageImage
“The Great Wall of Germany” by #Imagen

Looks like Germany. It also put in the European style houses and roofs on the towers. 🇩🇪 ImageImageImage
“The Great Wall of Dubai” by #Imagen

To be fair, the original Great Wall also had sections that went through sandy deserts. But here it crafted some local artifacts onto the design of the wall sometimes: ImageImageImage
This blending also kind of works for concepts (like “Money”) rather than geographical locations!

Here’s “The Great Wall of Money” by #Imagen to give you some motivation as you look at the value of your stonks and crypto portfolios (cc @wallstreetbets): ImageImage
Stepping back into the real world, here’s “The Great Wall of London” by #Imagen🇬🇧 ImageImage
Finally, here’s “The Great Wall of Hong Kong” to end this thread. 🧵

#Imagen decided to replace all of the beautiful hiking trails in #HongKong’s country parks with the Great Wall.

I have mixed feelings about it… 🙃 ImageImageImage
Some failure cases:

“The Great Wall of Sahara Dessert” by #Imagen ImageImageImage
Where’s the Great Wall in the Desert?

Other prompts worked though:

“The Great Wall of Ghana” by #Imagen ImageImageImage

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More from @hardmaru

Jun 29
The most interesting and viral images you see produced by text-to-image models are not merely the results of the deep learning models themselves, but rather the result of a complex feedback loop between a human neural net🧠 interacting with an artificial neural net🤖.

🧵Thread👇 Image
You can clearly see this, because the prompts for images that end up going viral for one model, clearly don’t “work” for another model.

The best images are chosen from evolutionary selection at the community level, and each image are the result of human/model iterative feedback:
From the #dallemini phenomenon, it’s also clear that the most viral content is not related to particular art styles, or whether the model can produce high quality images (reflected in training data). But rather, whether the model can portray cultural items that people talk about. Image
Read 5 tweets
Jun 14
Good Morning!

“Professional photograph of bears in sports gear in a triathlon in Kyoto” made using both #Imagen and #Dalle
Triathlon Bears in Kyoto
#Imagen #Dalle
The real trophies are the friends we make along the way. #Imagen #Dalle
Read 8 tweets
Jun 13
Tried to use #Imagen to generate collectable Japanese postage stamps about VR cats. I love these results!

“Ukiyo-e painting of a cat hacker wearing VR headsets, on a postage stamp” ❤️
These metaverse cats come in all shapes and sizes.

#Imagen
Don’t worry, these VR cats are only slightly sentient 🙃
Read 7 tweets
Jun 1
“Finish the cat drawing” viral meme tweet has replies with all sorts of nice, creative ‘out of the box’ thinking.

I use #Dalle’s inpainting function to do this task, and was impressed at what it can do. Here is the output using the prompt “cats”

🧵An entire thread of results 🐈
Oh boy, this is going to be a fun thread.

Let’s start with “James Bond”

#Dalle
I wanted it to come up with some photo-realistic image in the body, using all sorts of tricks, like text conditioning with the words photo, natural, etc., but it was hard.

If I used the prompt "DSLR photo" it simply gave me a photograph of the cat operating a digital camera :)
Read 31 tweets
Jun 1
Good Morning!

Here’s an “Oriental painting of a dragon programming on a laptop in the Song dynasty” produced by #Imagen
More dragon coders from #Imagen🐲
“Oriental painting of a dragon programming on a laptop in the Song dynasty” by #Dalle
Read 6 tweets
May 31
From Monday, the UK government has said people who have graduated, in the last 5 years, from one of the eligible universities listed on its website, will be able to apply for the UK's "high potential individual" visa.

Universities: gov.uk/high-potential…
cnbc.com/2022/05/30/uk-…
Countries, not just businesses, also have to do what they can to bid for talent.
It’s kinda weird how most of the universities are in the US though.
Read 4 tweets

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