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This document discusses a novel approach for accurately localizing an object in relation to a robot using uncalibrated cameras, emphasizing the use of synthetic data for training deep learning models. It details a three-step procedure that allows for precise positioning in uncontrolled environments typical of construction sites, showcasing the efficacy of Convolutional Neural Networks (CNNs) trained exclusively on synthetic images.
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