Transport Object Detection in Street View Imagery Using Decomposed Convolutional Neural Networks

Transport Object Detection in Street View Imagery Using Decomposed Convolutional Neural Networks

Deep learning has achieved great successes in performing many visual recognition tasks, including object detection. Nevertheless, existing deep networks are computationally expensive and memory intensive, hindering their deployment in resource-constrained environments, such as mobile or embedded dev...

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Bibliographic Details
Main Authors: Yunpeng Bai, Changjing Shang, Ying Li, Liang Shen, Shangzhu Jin, Qiang Shen
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Mathematics
Subjects:
convolutional neural networks
street-view object detection
tensor train decomposition
Online Access:https://www.mdpi.com/2227-7390/11/18/3839

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