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Modified version of the Multi-task Cascade Neural Network architecture for face recognition and identification

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MTCNN

Modified version of the Multi-task Cascade Neural Network architecture for face recognition and identification.

It uses a P-net and an NMS filter as the original MTCNN proposed, but instead of an R-net and an O-net, it implements 2 filters:

Join supression: joins boxes which overlap to a certain threshold. Density supression: finds clusters of overlapping boxes and from each cluster picks the most densely overlapped which should be where most predictions in that area are overlapping.

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Modified version of the Multi-task Cascade Neural Network architecture for face recognition and identification

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