DerrangedGadgeteer
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README.md
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A dataset of AI-generated images, selected by the community, for fine tuning Stable Diffusion 1.5 and/or Stable Diffusion 2.0 on particular desired artstyles,
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WITHOUT using any images owned by major media companies, nor images by artists who are uncomfortable with their works being used to train AI.
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What to submit: Your own AI-generated Images paired with a text description of their subject matter. Filename can be whatever, but both should have the same filename.
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If you're a conventional digital artist and want to contribute, include solid documentation of your permission for use in the text file. (see rules below)
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Format: Images as .jpeg or .png: 512x512 or preferably 768x768
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Text files as .txt: with a short list of one-word descriptions about what's in the image. (Not the prompts, describe it in your own words)
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Where to submit: Select the directory most descriptive of the "style" you're going for. look at a few already-submitted images to make sure it fits.
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If youre piece is a different style, something new, prepare at least 4 similarly styled images, and a creative style name, and push a new directory too.
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What is going to be done with the images: Once the technical issues get ironed out I will use Hugging Face Diffuser's Dreambooth example script to train the
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Stable Diffusion 2.0 model on the 768px images once we have accumulated at least 50 images in a particular style. I will document the setup, process, and make the
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resultant model available here for download. Once (if) we accumulate on the order of 1000 images, I will begin work on a natively fine-tuned model, incorporating the
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provided text-image pairs.
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Until that point, all images and text descriptions will be available here. If you wish to use the datasets for your own training projects at any point, the data is
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available, and for the purposes of AI training it is free to use. (Subject to license and Hugging Face T.O.S.)
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I will not be taking submissions of trained models or other code or utilities.
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Basic Rules:
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The first rule of GAI: No images from human artists without the artist's explicit permission.
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-In order to document the artist's permission, include a text file with a link to a public statement (like a post on social media for instance)
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granting permission for use of that image, or a set of images including the image in question.
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-The link should: 1) Be independently verifiable as actually being from the artist in question.
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2) Include an unambiguous reference to the image in question, or an image set that clearly includes the image in question.
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3) Include permission to use the images in question for training AI
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-It is appreciated if members of the community can help reverse-image-search images submitted to the dataset, and help police content. I am but one goofball, and I
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will keep on top of submitted images as best I can, but I don't claim to be magical, omnicient, or even competent at content moderation.
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The second rule of GAI: Use creative, and descriptive names to artstyles instead of artist's names, pen names, trade names, or trademarks from media companies.
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-This is part of the point of this dataset, to teach the wider art community that AI doesn't just copy existing work. And also to provide a hedge against possibly
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litigous activist actions, and future changes to the law.
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-Users who use AI ethically aren't attempting to counterfeit, displace, or impersonate existing artists. We want images that have a certain "look" to them, or simply
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more visually appealing. So instead of prompting with artist names or existing properties, specify the actual image you want to see, and let the AI do the rest.
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The third rule of GAI: NSFW content is permitted, but it is to be kept seperate. Illegal content like CSAM and "Lightning Rod" content like hate speech will not be
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permitted. Neither will anything else that violates Hugging Face's T.O.s.
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-What is NSFW? Using Unites States ESRB "Teen" rating, MPAA "PG-13", and typical mass-market social media moderation guidelines are the primary benchmark for what is
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and isn't NSFW. If an image straddles the line, discuss. The primary purpose for separating this content is for appearances. If something is a bad look for
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the main dataset, it will get moved.
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-What is Illegal content? Primarily CSAM, CP, adult material including minors, anything that could get the feds to show up. AI's are not people, pictures are not
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people, but argue about it somewhere else. This also includes confidential information, medical imaging, or, per rule #1, unauthorized copyrighted material.
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-What is Lightning Rod content? Hate speech, discriminatory content aimed at groups of people based on heritage, nationality, sex, gender identity, race, ethnicity,
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religion, etc. As well as things like deliberate shock images with no artistic merit. If an image straddles the line, discuss.
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The zero'th rule of GAI: The objective is to build models for Stable Diffusion that work AS WELL or BETTER than models trained on copyrighted material. While using only
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AI generated, or volunteered input. Anything that doesn't serve that goal is subject to moderation and removal. Don't try to "sneak" copyrighted material in.
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Don't try to sneak in illegal, shock, or hateful material. Don't be a problem. I can appreciate a good trolling, but we're going to stay on topic here.
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Have fun, and thanks to anyone who wants to contribute!
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-DerrangedGadgeteer
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