Depthwise Separable Convolutions and Variational Dropout within the context of YOLOv3

Deep learning algorithms have demonstrated remarkable performance in many sectors and have become one of the main foundations of modern computer-vision solutions. However, these algorithms often impose prohibitive levels of memory and computational overhead, especially in resource-constrained enviro...

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Bibliographic Details
Main Author: Chakar, Joseph (author)
Other Authors: Al Sobbahi, Rayan (author), Tekli, Joe (author)
Format: conferenceObject
Published: 2020
Subjects:
Online Access:http://hdl.handle.net/10725/16277
https://doi.org/10.1007/978-3-030-64556-4_9
http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php
https://link.springer.com/chapter/10.1007/978-3-030-64556-4_9
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