SmilingWolf
commited on
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ConvNext Tagger v2.0
Browse files- .gitattributes +2 -0
- README.md +20 -0
- keras_metadata.pb +3 -0
- model.onnx +3 -0
- saved_model.pb +3 -0
- selected_tags.csv +0 -0
- variables/variables.data-00000-of-00001 +3 -0
- variables/variables.index +3 -0
.gitattributes
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*.zip filter=lfs diff=lfs merge=lfs -text
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variables/variables.data-00000-of-00001 filter=lfs diff=lfs merge=lfs -text
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README.md
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# WD 1.4 ConvNext Tagger V2
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Supports ratings, characters and general tags.
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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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## 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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## Validation results
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`P=R: threshold = 0.3685, F1: 0.6810`
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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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keras_metadata.pb
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version https://git-lfs.github.com/spec/v1
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size 654000
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model.onnx
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version https://git-lfs.github.com/spec/v1
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saved_model.pb
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size 5705852
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selected_tags.csv
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variables/variables.data-00000-of-00001
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version https://git-lfs.github.com/spec/v1
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variables/variables.index
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version https://git-lfs.github.com/spec/v1
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size 22566
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