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hi, i am trying to solve the same problem, what i did is, used the dlib face detector, and then get the distance of the eye landmarks (36 to 47), normally when the eyes are open is a stable value, when closed in my case is always 1, also you can get the average intensity value of the ROI of the eyes and compare it when the eyes are open or closed, it can also be achieved with the new clandmark detector hope it helps