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Computational, Label, and Data Efficiency in Deep Learning for Sparse 3D Data by Lanxiao Li ISBN 9783731513469, 3731513463 instant download

  • SKU: EBN-237300802
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4.7

30 reviews
Instant download (eBook) Computational, Label, and Data Efficiency in Deep Learning for Sparse 3D Data after payment.
Authors:Lanxiao Li
Pages:256 pages
Year:2024
Publisher:KIT Scientific Publishing
Language:english
File Size:39.99 MB
Format:pdf
ISBNS:9783731513469, 3731513463
Categories: Ebooks

Product desciption

Computational, Label, and Data Efficiency in Deep Learning for Sparse 3D Data by Lanxiao Li ISBN 9783731513469, 3731513463 instant download

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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