A new light ensemble deep-learning framework to detect fire DOI Open Access
Ahmed A. Alsheikhy, Tawfeeq Shawly,

Hossam Ahmed

et al.

International Journal on Information Technologies and Security, Journal Year: 2023, Volume and Issue: 15(4), P. 37 - 48

Published: Nov. 30, 2023

Fires can cause devastating damage to lands, properties, and humans. Many countries suffer from huge financial losses due these fires. Therefore, there is a need implement practical solution spot fires effectively accurately. Deep-learning algorithms artificial intelligence have been deployed recently in various fields, such as monitoring systems, economics, detection. This paper proposes New Light Ensemble Deep-Learning Framework (NLEDLF). framework consists of two deep-learning technologies, which are Generative Adversarial Network (NGAN) Convolutional Neural (NCNN). These tools incorporated into the along with some image preprocessing methods detect using pixels. The proposed achieves reasonable.

Language: Английский

A new light ensemble deep-learning framework to detect fire DOI Open Access
Ahmed A. Alsheikhy, Tawfeeq Shawly,

Hossam Ahmed

et al.

International Journal on Information Technologies and Security, Journal Year: 2023, Volume and Issue: 15(4), P. 37 - 48

Published: Nov. 30, 2023

Fires can cause devastating damage to lands, properties, and humans. Many countries suffer from huge financial losses due these fires. Therefore, there is a need implement practical solution spot fires effectively accurately. Deep-learning algorithms artificial intelligence have been deployed recently in various fields, such as monitoring systems, economics, detection. This paper proposes New Light Ensemble Deep-Learning Framework (NLEDLF). framework consists of two deep-learning technologies, which are Generative Adversarial Network (NGAN) Convolutional Neural (NCNN). These tools incorporated into the along with some image preprocessing methods detect using pixels. The proposed achieves reasonable.

Language: Английский

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