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KichangKim / DeepDanbooru

AI based multi-label girl image classification system, implemented by using TensorFlow.
MIT License
2.63k stars 260 forks source link

Very strange issues with Checkerboard and Argyle patterns in images #83

Open UiharuKazari2008 opened 1 year ago

UiharuKazari2008 commented 1 year ago

I have notices a very stange trend when processing images with images that contain the following

Repeating patterns in general seem to really throw it off bad for some reason is this something that can be fixed in a better model or should i do some sort of tag cleaning.

Example: It def has issues with "3d" art the most

Screen Shot 2023-01-07 at 21 28 24

but still applies with anime art

Screen Shot 2023-01-07 at 21 36 48

The image in the results has about 244 tags

Screen Shot 2023-01-07 at 21 38 09

Most of them being pretty much being pattern and all having very high rating too.(It cuts off because it overflowed the col in SQL) image

I am working on trying to find a commonality in the tags to figure out how to mute them or group them all as "pattern"

KichangKim commented 1 year ago

Yes, checkerboard pattern is one of weak point of DeepDanbooru (#54). It is future work of DeepDanbooru, but I have no plan yet.