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
- Downloads last month
- 101
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social
visibility and check back later, or deploy to Inference Endpoints (dedicated)
instead.
Model tree for dima806/closed_eyes_image_detection
Base model
google/vit-base-patch16-224-in21k