metadata
license: apache-2.0
metrics:
- accuracy
- f1
base_model:
- google/vit-base-patch16-224-in21k
Returns whether there is an open or a closed eye given an image from surrounding area with about 99% accuracy.
See https://www.kaggle.com/code/dima806/closed-eye-image-detection-vit for more details.
Classification report:
precision recall f1-score support
closeEye 0.9921 0.9888 0.9904 4296
openEye 0.9889 0.9921 0.9905 4295
accuracy 0.9905 8591
macro avg 0.9905 0.9905 0.9905 8591
weighted avg 0.9905 0.9905 0.9905 8591