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001-es BibID:	BIBFORM105103
035-os BibID:	(Cikkszám)22189683
Első szerző:	Alexan, Alexandru Iulian
Cím:	Smart watch activity recognition using plot image analysis / Alexandru Alexan, Anca Alexan, Stefan Oniga
Dátum:	2022
Megjegyzések:	Nowadays, many of us wear multiple devices capable of acquiring and storing data related to our everyday activities. Since the computing power of mobile battery-operated devices slowly increases and the power optimizations allow for more and more continuous use, these devices are capable of not only monitoring our activity but analyzing the activity as well. Of these devices, the smartwatch is probably the most inconspicuous, and due to its widespread use, we have used accelerometer data gathered from a smartwatch to identify common user activities by using image generated plots and image recognition machine learning. By leveraging the .Net ML.NET machine learning framework we have managed to obtain a decent recognition rate.
ISBN:	978-1-6654-9653-7
Tárgyszavak:	Műszaki tudományok Informatikai tudományok előadáskivonat könyvrészlet activity recognition plot image analysis ML.NET
Megjelenés:	Proceedings of 2022 IEEE 2nd Conference on Information Technology and Data Science (CITDS) / István Fazekas. - p. 1-6. -
További szerzők:	Alexan, Anca Oniga István László (1960-) (villamosmérnök)
Internet cím:	Szerző által megadott URL DOI Intézményi repozitóriumban (DEA) tárolt változat
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