A lightweight model for multi-traffic object detection based on deep learning under complex traffic conditions

Object detection is extremely important in autonomous driving environment awareness. Besides vehicle and pedestrian detection, traffic signs and lights are important objects. The paper presents how to achieve precise results in multi-traffic object detection while minimizing the model size. A deep l...

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Bibliographic Details
Main Authors: Guoqiang Chen, Yanan Cheng
Format: Article
Language:English
Published: Tamkang University Press 2021-11-01
Series:Journal of Applied Science and Engineering
Subjects:
Online Access:http://jase.tku.edu.tw/articles/jase-202206-25-3-0019