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--- /dev/null +++ b/README.md @@ -0,0 +1,75 @@ +--- +license: openrail +datasets: +- deepghs/wd14_tagger_inversion +metrics: +- mse +library_name: dghs-imgutils +pipeline_tag: feature-extraction +tags: +- art +- anime +- cosine_space +--- + +Models of experiment: https://github.com/deepghs/tagger_embedding_aligner + +```python +import numpy as np + +from imgutils.tagging import get_wd14_tags, convert_wd14_emb_to_prediction, denormalize_wd14_emb + +embedding, (r, g, c) = get_wd14_tags( + '/my/image.png', + fmt=('embedding', ('rating', 'general', 'character')), +) +# normal tag results +print('Expected result:') +print(r) +print(g) +print(c) + +# normalize embedding +embedding = embedding / np.linalg.norm(embedding) +# bad tag results +br, bg, bc = convert_wd14_emb_to_prediction(embedding) +print('Bad results due to the embedding normalization:') +print(br) +print(bg) +print(bc) + +# denormalize this embedding +output = denormalize_wd14_emb(embedding) +print(output.shape) + +# should be similar to r, g, c, approx 1e-3 error +rating, general, character = convert_wd14_emb_to_prediction(output) +print('De-normalized result:') +print(rating) +print(general) +print(character) +``` + +| Name | Tagger | Embedding Width | Tags Count | FLOPS | Params | EMB Cosine | EMB Norm | Pred Loss | Pred MSE | +|:---------------------:|:-----------:|:-----------------:|:------------:|:---------:|:--------:|:------------:|:----------:|:-----------:|:----------:| +| ViT_v3_mnum2_all | ViT_v3 | 768 | 10861 | 0.000398G | 0.40M | 1 | 0.1712 | 0.004306 | 2.116e-08 | +| ViT_v3_mnum1_all | ViT_v3 | 768 | 10861 | 0.000709G | 0.71M | 1 | 0.2246 | 0.004306 | 3.991e-08 | +| ConvNext_v3_mnum2_all | ConvNext_v3 | 1024 | 10861 | 0.000708G | 0.71M | 1 | 0.1126 | 0.004531 | 2.061e-08 | +| ConvNext_v3_mnum1_all | ConvNext_v3 | 1024 | 10861 | 0.001260G | 1.26M | 1 | 0.1473 | 0.004531 | 3.539e-08 | +| ViT_mnum2_all | ViT | 768 | 9083 | 0.000398G | 0.40M | 1 | 0.08641 | 0.005199 | 3.797e-09 | +| ViT_mnum1_all | ViT | 768 | 9083 | 0.000709G | 0.71M | 1 | 0.1724 | 0.005199 | 1.896e-08 | +| ConvNext_mnum2_all | ConvNext | 1024 | 9083 | 0.000708G | 0.71M | 1 | 0.05776 | 0.005213 | 7.207e-09 | +| ConvNext_mnum1_all | ConvNext | 1024 | 9083 | 0.001260G | 1.26M | 1 | 0.07134 | 0.005214 | 1.292e-08 | +| ViT_Large_mnum2_all | ViT_Large | 1024 | 10861 | 0.000708G | 0.71M | 1 | 1.403 | 0.003966 | 1.617e-07 | +| ViT_Large_mnum1_all | ViT_Large | 1024 | 10861 | 0.001260G | 1.26M | 1 | 1.643 | 0.003966 | 2.24e-07 | +| SwinV2_mnum2_all | SwinV2 | 1024 | 9083 | 0.000708G | 0.71M | 1 | 0.1257 | 0.004726 | 3.797e-08 | +| SwinV2_mnum1_all | SwinV2 | 1024 | 9083 | 0.001260G | 1.26M | 1 | 0.1497 | 0.004727 | 5.487e-08 | +| EVA02_Large_mnum2_all | EVA02_Large | 1024 | 10861 | 0.000708G | 0.71M | 1 | 1.268 | 0.005948 | 5.466e-08 | +| EVA02_Large_mnum1_all | EVA02_Large | 1024 | 10861 | 0.001260G | 1.26M | 1 | 1.713 | 0.005948 | 9.518e-08 | +| ConvNextV2_mnum2_all | ConvNextV2 | 1024 | 9083 | 0.000708G | 0.71M | 1 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