|
--- |
|
license: apache-2.0 |
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metrics: |
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- accuracy |
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- f1 |
|
base_model: |
|
- google/vit-base-patch16-224-in21k |
|
--- |
|
Returns face obstruction type given a facial image with about 91% accuracy. |
|
|
|
See https://www.kaggle.com/code/dima806/face-obstruction-image-detection-vit for more details. |
|
|
|
``` |
|
Classification report: |
|
|
|
precision recall f1-score support |
|
|
|
sunglasses 0.9974 0.9985 0.9980 3422 |
|
glasses 0.9896 0.9968 0.9932 3422 |
|
other 0.7198 0.7613 0.7400 3422 |
|
mask 0.9971 0.9985 0.9978 3422 |
|
hand 0.7505 0.7086 0.7290 3422 |
|
none 0.9976 0.9860 0.9918 3422 |
|
|
|
accuracy 0.9083 20532 |
|
macro avg 0.9087 0.9083 0.9083 20532 |
|
weighted avg 0.9087 0.9083 0.9083 20532 |
|
``` |
