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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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base_model: |
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- google/vit-base-patch16-224-in21k |
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--- |
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Returns yoga pose given an image with 97% accuracy. |
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See https://www.kaggle.com/code/dima806/yoga-pose-classification-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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|
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|
Bridge 0.9776 0.9776 0.9776 134 |
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|
Child 0.9701 0.9701 0.9701 134 |
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|
Cobra 0.9774 0.9701 0.9738 134 |
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|
Downward-Dog 0.9924 0.9701 0.9811 134 |
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|
Pigeon 1.0000 0.9851 0.9925 134 |
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|
Standing-Mountain 0.9214 0.9699 0.9451 133 |
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|
Tree 0.9767 0.9474 0.9618 133 |
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|
Triangle 0.9270 0.9549 0.9407 133 |
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|
Warrior 0.9699 0.9627 0.9663 134 |
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|
|
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accuracy 0.9676 1203 |
|
|
macro avg 0.9681 0.9676 0.9677 1203 |
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weighted avg 0.9681 0.9676 0.9677 1203 |
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|
``` |
