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Simplification of Deep Neural Network-Based Object Detector for Real-Time Edge Computing
This paper presents a method for simplifying and quantizing a deep neural network (DNN)-based object detector to embed it into a real-time edge device. For network simplification, this paper compares five methods for applying channel pruning to a residual block because special care must be taken reg...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10099208/ https://www.ncbi.nlm.nih.gov/pubmed/37050837 http://dx.doi.org/10.3390/s23073777 |