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This master\'s thesis proposes a deep learning model for body gesture classification aimed at improving human-robot interaction through non-verbal communication. The study investigates the development of a temporal body gesture recognition named POSTURE, addressing the challenges of recognizing gestures in real-life situations by combining spatial and temporal components.

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