Transferability of a Convolutional Neural Network (CNN) to Measure Traffic Density

Transferability of a Convolutional Neural Network (CNN) to Measure Traffic Density

Whereas detecting individual vehicles in a video image using a convolutional neural network (CNN) prevails for traffic surveillance, CNNs also have been successfully adapted to counting vehicles via a regression method, which conveys the advantages of simplifying the model structure, and inference t...

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Bibliographic Details
Main Authors: Jiyong Chung, Gyeongjun Kim, Keemin Sohn
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Electronics
Subjects:
model transferability
traffic surveillance
convolutional neural network
traffic density
Online Access:https://www.mdpi.com/2079-9292/10/10/1189

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