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--- |
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license: apache-2.0 |
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metrics: |
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- accuracy |
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- f1 |
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--- |
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Returns flower type given an image. |
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See https://www.kaggle.com/code/dima806/14-flowers-image-detection-vit for more details. |
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``` |
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Classification report: |
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precision recall f1-score support |
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rose 0.9951 0.9737 0.9843 419 |
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astilbe 0.9952 0.9905 0.9928 419 |
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carnation 0.9627 0.9857 0.9741 419 |
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tulip 0.9929 1.0000 0.9964 420 |
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water_lily 1.0000 0.9905 0.9952 419 |
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bellflower 0.9811 0.9905 0.9857 419 |
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coreopsis 0.9881 0.9881 0.9881 419 |
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common_daisy 0.9858 0.9928 0.9893 419 |
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iris 0.9953 1.0000 0.9976 420 |
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dandelion 0.9905 1.0000 0.9952 419 |
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sunflower 0.9976 0.9976 0.9976 419 |
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california_poppy 0.9951 0.9761 0.9855 419 |
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black_eyed_susan 0.9882 1.0000 0.9941 419 |
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calendula 0.9854 0.9667 0.9760 420 |
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accuracy 0.9894 5869 |
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macro avg 0.9895 0.9894 0.9894 5869 |
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weighted avg 0.9895 0.9894 0.9894 5869 |
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``` |
