Visual number sense for real-world scenes shared by deep neural networks and humans

Visual number sense for real-world scenes shared by deep neural networks and humans

Recently, visual number sense has been identified from deep neural networks (DNNs). However, whether DNNs have the same capacity for real-world scenes, rather than the simple geometric figures that are often tested, is unclear. In this study, we explore the number perception of scenes using AlexNet...

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Bibliographic Details
Main Authors: Wu Wencheng, Yingxi Ge, Zhentao Zuo, Lin Chen, Xu Qin, Liu Zuxiang
Format: Article
Language:English
Published: Elsevier 2023-08-01
Series:Heliyon
Subjects:
Number sense
Deep neural network
Real-world scene
Group coding
Embedded representation
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844023057250

Internet

http://www.sciencedirect.com/science/article/pii/S2405844023057250

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