System and Method for Face Detection and Landmark Localization
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United States of America Patent
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Aug 17, 2017
app pub date -
Feb 16, 2017
filing date -
Feb 16, 2016
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Abstract
Disclosed herein is a deep learning model that can be used for performing speech or image processing tasks. The model uses multi-task training, where the model is trained for at least two inter-related tasks. For face detection, the first task is face detection (i.e. face or non-face) and the second task is facial feature identification (i.e. mouth, eyes, nose). The multi-task model improves the accuracy of the task over single-task models.
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