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International Journal of Advanced Network, Monitoring and Controls
Volume 10 (2025): Issue 2 (June 2025)
Open Access
Improved Method of ResNet50 Image Classification Based on Transfer Learning
Tao Shi
Tao Shi
School of Computer Science and Engineering Xi’an Technological University Xi’an
Shaanxi, China
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Shi, Tao
,
Jun Yu
Jun Yu
School of Computer Science and Engineering Xi’an Technological University Xi’an
Shaanxi, China
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Yu, Jun
,
Zhiyi Hu
Zhiyi Hu
Engineering Design Institute Army Research Loboratory Beijing
China
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Hu, Zhiyi
and
Kuncai Jiang
Kuncai Jiang
School of Computer Science and Engineering Xi’an Technological University Xi’an
Shaanxi, China
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Jiang, Kuncai
Jun 16, 2025
International Journal of Advanced Network, Monitoring and Controls
Volume 10 (2025): Issue 2 (June 2025)
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Published Online:
Jun 16, 2025
Page range:
1 - 9
DOI:
https://doi.org/10.2478/ijanmc-2025-0011
Keywords
Transfer Learning
,
ResNet50
,
Data Augmentation
,
Image Classification
© 2025 Tao Shi et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
