CORDIS Project
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This project focuses on creating advanced probabilistic models to generate 3D scenes and their 2D projections. By automating the synthesis of realistic environments, it aims to improve training data for computer vision applications, including autonomous vehicles and entertainment.
Recently, the field of computer vision has witnessed a major transformation away from expert designed shallow models towards more generic deep representation learning.
However, collecting labeled data for training deep models is costly and existing simulators with artist-designed scenes do not provide the required variety and fidelity.
Project LEGO-3D will tackle this problem by developing probabilistic models capable of synthesizing 3D scenes jointly with photo-realistic 2D projections from arb…
EBERHARD KARLS UNIVERSITAET TUEBINGEN
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