Hacker News Board Hacker News, browsed like a classic message board
Live data from Hacker News

Show HN: Open Prompts – dataset of 10M Stable Diffusion generations

github.com

Post reply on HN
Print view View original

11–20 of 72 posts

Re: Show HN: Open Prompts – dataset of 10M Stable Diffusion generations

#11

Post by vipermu »

rhacker wrote: post #7

someone should do a thing that lets strangers critique AI by allowing them to select: A person has a glitchy face in this photo. A person has a glitchy body in this photo. etc.. and then train the AI to have a fixup pass.

I wonder how CLIP search would work for finding errors in the dataset.

For now, a workaround is to create your own "glitch" collection in krea.ai and store there images with artifacts.

If you end up doing it we will add a "download all" button right away :)

And all the prompts from each collection could also be added to Open Prompts for sure.

Re: Show HN: Open Prompts – dataset of 10M Stable Diffusion generations

#12

Post by vipermu »

Oras wrote: post #8

This is fantastic. A few days ago I was checking PromptBase [0] and thought it was a really good idea. Yours just took it to the next level being free with massive amount of data. Great work. [0] https://promptbase.com/

Thanks! Prompts can be hard to create, we hope that having access to these kinds of datasets we will be able to create tools and conduct studies that help us create better images and understand better the possibilities of AI models like stable diffusion.

Re: Show HN: Open Prompts – dataset of 10M Stable Diffusion generations

#13

Post by whalesalad »

This is wild to me. Now we have meta-ai that is surrounding other forms of ai, analyzing the user submitted input as well as the image output, using ai to infer intent, identify nouns etc... and yet all of this is stipulated on the initial datasets that these initial text->img robots were trained on which may or may not be a true representation of our actual culture. So we are lava/magma layering all of these approximations on top of each other and gluing them with scrambled eggs. I think this is all really cool, for the record, it's just something I have been thinking about. For art, I love it, for a self-driving vehicle, lmao.

Re: Show HN: Open Prompts – dataset of 10M Stable Diffusion generations

#14

Post by jononor »

Nice. Another meta thing I would like to do, is to generate a bunch of prompts around a topic, mashed up with related or unrelated other topics. So that I can get a bunch of images and just be able to review/curate them all in one go. Does anyone know of tooling in that direction?

Re: Show HN: Open Prompts – dataset of 10M Stable Diffusion generations

#16

Post by mgraczyk »

rhacker wrote: post #7

someone should do a thing that lets strangers critique AI by allowing them to select: A person has a glitchy face in this photo. A person has a glitchy body in this photo. etc.. and then train the AI to have a fixup pass.

One of the main things were learning from the current trajectory of large models is that this kind of supervision isn't necessary. It's better to focus on bigger models, more data, and better datasets. Models will improve faster than we can come up with clever ways to add this supervision.

Re: Show HN: Open Prompts – dataset of 10M Stable Diffusion generations

#17

Post by Samin100 »

Great work! If anyone’s planning to use AI generated artwork in their projects, I’ve added an image search API to Lexica, similar to Unsplash. All the images are licensed CC0 and millions more are being added every few weeks.

Docs here: https://lexica.art/docs

Re: Show HN: Open Prompts – dataset of 10M Stable Diffusion generations

#18

Post by vipermu »

Samin100 wrote: post #17

Great work! If anyone’s planning to use AI generated artwork in their projects, I’ve added an image search API to Lexica, similar to Unsplash. All the images are licensed CC0 and millions more are being added every few weeks. Docs here: https://lexica.art/docs

Thanks! Great work with Lexica.

We also released a free API https://devapi.krea.ai/ if anyone wants to check it out.

It will soon have endpoints with custom image generation features.

Re: Show HN: Open Prompts – dataset of 10M Stable Diffusion generations

#20

Post by vipermu »

jononor wrote: post #14

Nice. Another meta thing I would like to do, is to generate a bunch of prompts around a topic, mashed up with related or unrelated other topics. So that I can get a bunch of images and just be able to review/curate them all in one go. Does anyone know of tooling in that direction?

You can use the code in https://github.com/krea-ai/prompt-search to do so. You first want to compute the CLIP embeddings of each prompt, index them using something like K-Nearest Neighbors (so you can get search for similarities fast), and then, given an input prompt, you will be able to find other indexed prompts that share their semantics.
Post reply on HN