|
--- |
|
license: apache-2.0 |
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metrics: |
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- accuracy |
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- f1 |
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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 |
|
``` |
