Performance landscape of resource-constrained platforms targeting DNNs

Over the recent years, a significant number of complex, deep neural networks have been developed for a variety of applications including speech and face recognition, computer vision in the areas of health-care, automatic translation, image classification, etc. Moreover, there is an increasing demand...

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Veröffentlicht in:	arXiv.org 2021-11
Hauptverfasser:	Miliadis, Panagiotis, Christos-Savvas Bouganis, Pnevmatikatos, Dionisios
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Computer vision Embedded systems Face recognition Image classification Image segmentation Machine learning Object recognition Platforms Speech recognition Workload
Online-Zugang:	Volltext
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