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A Comparison of Face Detection Algorithms Mplab Ucsd Form

A Comparison of Face Detection Algorithms Mplab Ucsd Form

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I'd like to talk about face detection All right. So this is the idea or if you've got a picture with one face in it or many faces in it how do we find those faces and The standard approaches is "Ah, we'll just use deep learning" Now you can use deep learning to find faces But actually the approach that everyone uses isn't deep learning and it was developed in the early 2000s So back before deep learning did everything You kind of had to come up with these algorithms yourself right machine learning was still a thing. So people still use machine learning But they used them with handcrafted features and small neural networks and other kinds of classifiers that they tried to use to do these things Now the face detection was you know ongoing research at this time In 2002 Paul viola Michael Jones came up with this paper here called "Rapid object detection using a boosted cascade of simple features", and this is a very very good paper. It's been cited some 17,000 times And despite the fact th

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