Before you begin, make sure you have numpy, opencv-python, and pytorch installed (pip install torch --index-url https://download.pytorch.org/whl/cu117). To run on CPU ...
Abstract: Surface normal estimation is an essential component of several computer and robot vision pipelines. While this problem has been extensively studied, most approaches are geared towards indoor ...
Abstract: We present a novel deep learning-based approach to the 3D reconstruction of clothed humans using weak supervision via 2D normal maps. Given a single RGB image or multiview images, our ...
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