This invention describes a way to improve automated facial recognition. An Internet of Things (IOT) device detects a user's face and extracts features from it using a convolutional neural network (CNN) model that has been converted into a hybrid cloud system. It then classifies the user as male or female based on attributes like hair and eye color, facial hair, and shape, before sending this information to a server to determine the user's identity.
Why it matters: Filed before significant advancements in edge AI and hybrid cloud deployment tools. The specific conversion of CNN models for hybrid cloud architectures, as claimed, is now more streamlined and efficient.
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