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Open eyes / closed eyes in Opencv

Hi,

I am working on a application able to get a face from a picture and say if the eyes are open or closed. For now, with Haar cascades from Opencv, getting the face ROI and even the eyes ROI is an easy task, but I am struggling on how to distinguish between open and closed eyes.

What I have tried so far is the in-built Haar classifiers in Opencv, but is detecting eyes in general, either they are open or closed. I also tried to train my own Haar cascade, but dont have really clear the process and the results I get are not good enough.

Somebody who has gone this way? Any ideas around?

Thanks in advance!

Open eyes / closed eyes in Opencv

Hi,

I am working on a application able to get a face from a picture and say if the eyes are open or closed. For now, with Haar cascades from Opencv, getting the face ROI and even the eyes ROI is an easy task, but I am struggling on how to distinguish between open and closed eyes.

What I have tried so far is the in-built Haar classifiers in Opencv, but is detecting eyes in general, either they are open or closed. I also tried to train my own Haar cascade, but dont have really clear the process and the results I get are not good enough.

Somebody who has gone this way? Any ideas around?

Thanks in advance!