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Dr. Daniel Dizdarevic 馃嚜馃嚭馃嚭馃嚘
Dr. Daniel Dizdarevic 馃嚜馃嚭馃嚭馃嚘
@daniel@social.dhelonious.de  路  activity timestamp 2 days ago

I recently came across an interesting video about a method for identifying AI-generated art. I thought it was worth sharing:

https://www.youtube.com/watch?v=Xxui8MoUJ5k

TLDW: Increasing the saturation and luminosity of an AI-generated image reveals artefacts, even in solid-coloured areas.

However, I'm not sure how reliable this method is, since a very similar effect can be observed in JPEGs with medium to high compression. I'd love to hear from anyone who can shed some light on this (pun not intended)!

#antiAI #AIisNotArt

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F4GRX S脙漏bastien
F4GRX S脙漏bastien
@f4grx@chaos.social replied  路  activity timestamp 2 days ago

@daniel This will be highly interesting for you @gloriouscow

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Nina Kalinina
Nina Kalinina
@nina_kali_nina@tech.lgbt replied  路  activity timestamp 2 days ago

@f4grx @daniel @gloriouscow this, plus edge-detect and simple HSL-to-layers representation can be super helpful at detecting photoshopped stuff. compare the shopped image with its "saturation" layer - you could see how things were pasted, some brushes were applied on top in layers, some copy-pasting was done, too. https://tech.lgbt/@NanoRaptor@bitbang.social/115206029097865834

It's not bullet-proof, of course, and if it's a photograph, then modern weird compression and "smart" filters on the phone cameras can create some funny-looking artifacts. They'll likely be all of the same quality, though. Reference two - https://tech.lgbt/@nina_kali_nina/115792788459542758

2 media
A photograph of a can of "OLD BAY" drink, but it's a monochrome image representing only "saturation" of theoriginal art. There's lots of compression noise in different parts of the image
A photograph of a can of "OLD BAY" drink, but it's a monochrome image representing only "saturation" of theoriginal art. There's lots of compression noise in different parts of the image
A photograph of a can of "OLD BAY" drink, but it's a monochrome image representing only "saturation" of theoriginal art. There's lots of compression noise in different parts of the image
A photograph of an old computer - monochrome saturation layer, showing surprising "glowing" areas of the photo where "shadows" intensity was tweaked by the photo editing tools on a smartphone
A photograph of an old computer - monochrome saturation layer, showing surprising "glowing" areas of the photo where "shadows" intensity was tweaked by the photo editing tools on a smartphone
A photograph of an old computer - monochrome saturation layer, showing surprising "glowing" areas of the photo where "shadows" intensity was tweaked by the photo editing tools on a smartphone
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F4GRX S脙漏bastien
F4GRX S脙漏bastien
@f4grx@chaos.social replied  路  activity timestamp 2 days ago

@nina_kali_nina @daniel @gloriouscow very interesting!

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Nina Kalinina
Nina Kalinina
@nina_kali_nina@tech.lgbt replied  路  activity timestamp 2 days ago

@f4grx @daniel @gloriouscow I wonder if models incorrectly incorporate compression artifacts into the training data; probably they do

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