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Can I update the pre-trained haar cascades classifiers stored in .xml files?

asked 2017-08-25 10:59:39 -0600

I am performing Face Detection on a set of images using the pre-trained model with haar cascades. Would it be possible to update this existing model by retraining with a set of images from my own dataset? I aim to adapt the model to the specific characteristics of the faces that my dataset might have. Is this possible and does it make sense? If not, I guess it would make sense to create a custom classifier and then use e.g both of them for detecting the faces and combining them somehow. Sorry if the question is naive, I'm a beginner in Image Processing and OpenCV.

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answered 2017-08-27 17:56:26 -0600

berak gravatar image

no, unfortunately, this is NOT possible.

you can't augment the existing model, you'd have to train from scratch, using the original image data plus your own.

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Asked: 2017-08-25 10:59:39 -0600

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Last updated: Aug 27 '17