pytorch-eyeblink-detection

Simple Eye Blink Detection with CNN

• Using Mini Xception
• Model size is about 230KB

Trained Model

Trained by CEW dataset.

• Validation Accuracy : 96.7%
• Validation Loss : 0.1256

Here is the result of sample image.
| Image | Open Probability | Guided Backprop | Grad-Cam | Guided Grad-Cam

Retrain

cd src
python train.py
python check.py  #check.py supports cpu only

Reference

• pytorch-facial-expression-recognition