Because we want to know if webcam actually grasps an image of eyes, the prediction likelihood needs to be added on the output layer.
Solution
- Add random training data containing no eye figure in it and assign them ground-truth likelihood "0".
- Extend the existing dataset and add the likelihood column with value "1".
Refs