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Статья лидера Kaggle по детекту лицевых точек.

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Достаточно подробно, с исходниками, разбирается построение детектора точек лица. 

Используются сверточные сети (theano). 




Можно начать и отсюда: https://www.kaggle.com/c/facial-keypoints-detection/details/deep-learning-tutorial

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