dima806's picture
Create README.md
8ca2a4a verified
metadata
license: apache-2.0
metrics:
  - accuracy
  - f1

Returns yoga pose given an image.

See https://www.kaggle.com/code/dima806/yoga-pose-classification-vit for more details.

Classification report:

                   precision    recall  f1-score   support

           Bridge     0.9848    0.9701    0.9774        67
            Child     1.0000    0.9394    0.9688        66
            Cobra     0.9403    0.9403    0.9403        67
     Downward-Dog     0.9853    1.0000    0.9926        67
           Pigeon     0.9697    0.9552    0.9624        67
Standing-Mountain     0.9077    0.8806    0.8939        67
             Tree     0.8788    0.8657    0.8722        67
         Triangle     0.8889    0.9552    0.9209        67
          Warrior     0.9000    0.9403    0.9197        67

         accuracy                         0.9385       602
        macro avg     0.9395    0.9385    0.9387       602
     weighted avg     0.9394    0.9385    0.9386       602