Returns flower type given an image.
See https://www.kaggle.com/code/dima806/flowers-16-types-image-detection-vit for more details.
Classification report:
precision recall f1-score support
calendula 0.9928 0.9786 0.9856 421
coreopsis 0.9882 0.9905 0.9893 421
rose 0.9976 0.9953 0.9964 422
black_eyed_susan 0.9976 0.9976 0.9976 422
water_lily 0.9953 1.0000 0.9976 421
california_poppy 0.9905 0.9929 0.9917 422
dandelion 1.0000 0.9976 0.9988 422
magnolia 0.9952 0.9858 0.9905 422
astilbe 0.9976 0.9976 0.9976 421
sunflower 0.9976 1.0000 0.9988 422
tulip 0.9976 1.0000 0.9988 422
bellflower 0.9952 0.9905 0.9929 422
iris 1.0000 1.0000 1.0000 421
common_daisy 0.9882 0.9952 0.9917 421
daffodil 0.9976 0.9976 0.9976 422
carnation 0.9859 0.9976 0.9918 422
accuracy 0.9948 6746
macro avg 0.9948 0.9948 0.9948 6746
weighted avg 0.9948 0.9948 0.9948 6746
- Downloads last month
- 6