Computational, Label, and Data Efficiency in Deep Learning for Sparse 3D Data / Najlacnejšie knihy
Computational, Label, and Data Efficiency in Deep Learning for Sparse 3D Data

Code: 46039815

Computational, Label, and Data Efficiency in Deep Learning for Sparse 3D Data

by Lanxiao Li

Deep learning is widely applied to sparse 3D data to perform challenging tasks, e.g., 3D object detection and semantic segmentation. However, the high performance of deep learning comes with high costs, including computational cos ... more

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Book synopsis

Deep learning is widely applied to sparse 3D data to perform challenging tasks, e.g., 3D object detection and semantic segmentation. However, the high performance of deep learning comes with high costs, including computational costs and the effort to capture and label data. This work investigates and improves the efficiency of deep learning for sparse 3D data to overcome the obstacles to the further development of this technology.

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Book category Books in English Technology, engineering, agriculture Electronics & communications engineering

50.66 €

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