FGSC: Fuzzy Guided Scale Choice SSD Model for Edge AI Design on Real-Time Vehicle Detection and Class Counting

FGSC: Fuzzy Guided Scale Choice SSD Model for Edge AI Design on Real-Time Vehicle Detection and Class Counting

The aim of this paper is to distinguish the vehicle detection and count the class number in each classification from the inputs. We proposed the use of Fuzzy Guided Scale Choice (FGSC)-based SSD deep neural network architecture for vehicle detection and class counting with parameter optimization. Th...

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Bibliographic Details
Main Authors: Ming-Hwa Sheu, S. M. Salahuddin Morsalin, Jia-Xiang Zheng, Shih-Chang Hsia, Cheng-Jian Lin, Chuan-Yu Chang
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Sensors
Subjects:
fuzzy guided scale choice
fuzzy sigmoid function
vehicle detection
fuzzy logic
vehicle class counting
and intelligent AIoT vehicles application
Online Access:https://www.mdpi.com/1424-8220/21/21/7399

Internet

https://www.mdpi.com/1424-8220/21/21/7399

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