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Masters Thesis | Computer Science and Information Technology | India | Volume 12 Issue 10, October 2023 | Popularity: 5.1 / 10

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Security System based on Transfer Learning Model

Dubasi Tejaswini, Dr. Uma Rani Vanamala

Abstract: Present days, we have technology that helps us in security in different domains such as data security, personal protection, residential security, internet security, construction security, event management security, etc. Even though we have advanced technologies, still there are loopholes in every system which can be effective or partially defective. Here, taking another step to increase the security system for advanced security system and non-physical interaction purpose by using the Transfer learning model. The Transfer learning model in Keras for security system that helps in organizations or communities to collect insights of the data which can be observed from the model by giving ImageNet data to the model. This model generates accurate results compare to traditional learning models because the transfer learning model will take the data which is already trained on one task, then this data is reassigned as input to another task.

Keywords: Transfer Learning Model, Deep Learning, VGG 16, Image Classification

Edition: Volume 12 Issue 10, October 2023

Pages: 1144 - 1149

DOI: https://www.doi.org/10.21275/SR231013184540

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