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Auflistung nach Schlagwort "Deep neural networks"

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An efficient optimization approach for designing machine learning models based on genetic algorithm

Hamdia, Khader M.; Zhuang, Xiaoying; Rabczuk, Timon (London : Springer, 2021)

Machine learning (ML) methods have shown powerful performance in different application. Nonetheless, designing ML models remains a challenge and requires further research as most procedures adopt a trial and error strategy. ...
Hand hygiene monitoring based on segmentation of interacting hands with convolutional networks

Dietz, Armin; Pösch, Andreas; Reithmeier, Eduard (Bellingham, Wash. : SPIE, 2018)

The number of health-care associated infections is increasing worldwide. Hand hygiene has been identified as one of the most crucial measures to prevent bacteria from spreading. However, compliance with recommended procedures ...
Levitating the noise performance of ultra-stable laser cavities assisted by a deep neural network: The non-intuitive role of the mirrors

Dickmann, J.; Shelling Neto, L.; Gaedtke, M.; Kroker, S. (Washington, DC : Optica, 2023)

The most precise measurand available to science is the frequency of ultra-stable lasers. With a relative deviation of 4 × 10−17 over a wide range of measuring times between one second and 100 seconds, the smallest effects ...
“When Was This Picture Taken?” – Image Date Estimation in the Wild

Müller, Eric; Springstein, Matthias; Ewerth, Ralph (Berlin ; Heidelberg : Springer, 2017)

The problem of automatically estimating the creation date of photos has been addressed rarely in the past. In this paper, we introduce a novel dataset Date Estimation in the Wild for the task of predicting the acquisition ...

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Auflistung nach Schlagwort "Deep neural networks"

Auflistung nach Schlagwort "Deep neural networks"

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