Essays about: "Christoffer Möckelind"
Found 2 essays containing the words Christoffer Möckelind.
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1. Improving deep monocular depth predictions using dense narrow field of view depth images
University essay from KTH/Robotik, perception och lärande, RPLAbstract : In this work we study a depth prediction problem where we provide a narrow field of view depth image and a wide field of view RGB image to a deep network tasked with predicting the depth for the entire RGB image. We show that by providing a narrow field of view depth image, we improve results for the area outside the provided depth compared to an earlier approach only utilizing a single RGB image for depth prediction. READ MORE
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2. The effects of Deep Belief Network pre-training of a Multilayered perceptron under varied labeled data conditions
University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)Abstract : Sometimes finding labeled data for machine learning tasks is difficult. This is a problem for purely supervised models like the Multilayered perceptron(MLP). A Discriminative Deep Belief Network(DDBN) is a semi-supervised model that is able to use both labeled and unlabeled data. READ MORE