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Image imported from Derpibooru.
Original: https://derpibooru.org/images/2963445
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Favorites 25
Upvotes 46
Downvotes 5
Score 41
Comments 11
Uploader Anonymous
Original description below this line

Fluttershy has some fun in mud.
No matter what I did, I couldnโ€™t get Astralite Heartโ€™s pony-diffusion-v1 model to generate a pony completely covered in mud. Phrases like โ€œcovered in mudโ€ or โ€œmuddyโ€ &c would only generate mud around where the ponyโ€™s body contacted the mud puddle, even though his model must have seen pictures of ponies totally drenched in mud. So I eventually broke out textual inversion: I show ~10 pictures to the AI and ask it, โ€œWhatโ€™s the common theme in these pictures that you know about, even if you donโ€™t have a human readable name for it?โ€ โ€œItโ€™s [6ab8].โ€ โ€œCool. Generate a picture of [6ab8] Fluttershyโ€ฆโ€
Asking the AI what it thought this concept was (and then naming it โ€œamuddy1โ€ for future reference) resulted in the above pic. Best generation out of 10, then went through img2img maybe five times to clean up the eyes, which were way lopsided in the first generation.

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Background Pony #50DB
Thank you for the detailed explanation - I was curious what went into these :)
@Background Pony #50DB
That would explain why they tend to clean off so well in the show, too.

Imported from Derpibooru - Posted by ๐—ช๐–Ž๐–—๐–Š๐–‡๐–†๐–‘๐–‘
Background Pony #50DB
Nice work. You might like to look into Dreambooth, too, for concepts that you canโ€™t get right with textual inversion.

Imported from Derpibooru
Background Pony #50DB
@Background Pony #50DB
The model is https://huggingface.co/AstraliteHeart/pony-diffusion and the program I used for inference was https://github.com/AUTOMATIC1111/stable-diffusion-webui. I uploaded the 4 kilobyte concept embedding file where I interrogated the AI what it thought muddy was here: https://mega.nz/file/BaonyBBT#YSuiWthxETX_5i3tFmjfkTvgGpWomqxJOcDmVhgdcco . Put it in your embedding/ directory and you should be able to directly use the word โ€œamuddy1โ€ to refer to this concept. (Note that embedding file will only work with the pony-diffusion model. Waifu Diffusion or one of the furry models โ€œknowโ€ different things so youโ€™d have to repeat the process of showing them pictures to find what they call the conceptโ€ฆor maybe they understand โ€œcovered in mudโ€ in the first place!)

Imported from Derpibooru
Background Pony #50DB
Very nice job i love seeing a muddy covered Fluttershy.
What is the AI? What drawing program did you use?

Imported from Derpibooru - Posted by Amateur-draw
Background Pony #50DB
Her mane & tail are naturally Teflon-coated.
There, I saved its plausibility! XD

Imported from Derpibooru - Posted by BigBuggyBastage