SmilingWolf commited on
Commit
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1 Parent(s): 59f8646

ConvNext Tagger v2.0

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+ # WD 1.4 ConvNext Tagger V2
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+
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+ Supports ratings, characters and general tags.
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+
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+ Trained using https://github.com/SmilingWolf/SW-CV-ModelZoo.
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+ TPUs used for training kindly provided by the [TRC program](https://sites.research.google/trc/about/).
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+
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+ ## Dataset
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+ Last image id: 5944504
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+ Trained on Danbooru images with IDs modulo 0000-0899.
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+ Validated on images with IDs modulo 0950-0999.
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+ Images with less than 10 general tags were filtered out.
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+ Tags with less than 600 images were filtered out.
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+
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+ ## Validation results
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+ `P=R: threshold = 0.3685, F1: 0.6810`
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+
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+ ## Final words
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+ Subject to change and updates.
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+ Downstream users are encouraged to use tagged releases rather than relying on the head of the repo.
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