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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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--- |
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Returns diamond type given an image. |
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See https://www.kaggle.com/code/dima806/diamond-types-image-detection-vit for details. |
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``` |
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Classification report: |
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precision recall f1-score support |
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pear 1.0000 0.9956 0.9978 2280 |
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cushion 0.9418 1.0000 0.9700 2280 |
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princess 0.9996 0.9890 0.9943 2279 |
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round 0.9964 0.9781 0.9872 2279 |
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marquise 0.9987 0.9882 0.9934 2279 |
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oval 0.9996 0.9904 0.9949 2280 |
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emerald 1.0000 0.9956 0.9978 2279 |
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heart 0.9987 0.9943 0.9965 2280 |
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accuracy 0.9914 18236 |
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macro avg 0.9918 0.9914 0.9915 18236 |
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weighted avg 0.9918 0.9914 0.9915 18236 |
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``` |
