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