A Method of Deep Learning Model Optimization for Image Classification on Edge Device

Due to the recent increasing utilization of deep learning models on edge devices, the industry demand for Deep Learning Model Optimization (DLMO) is also increasing. This paper derives a usage strategy of DLMO based on the performance evaluation through light convolution, quantization, pruning techn...

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Detalles Bibliográficos
Autores principales: Lee, Hyungkeuk, Lee, NamKyung, Lee, Sungjin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9571348/
https://www.ncbi.nlm.nih.gov/pubmed/36236445
http://dx.doi.org/10.3390/s22197344

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9571348/
https://www.ncbi.nlm.nih.gov/pubmed/36236445
http://dx.doi.org/10.3390/s22197344

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