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---
license: apache-2.0
metrics:
- accuracy
- 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
``` |