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Dual-Resolution Dual-Path Convolutional Neural Networks for Fast Object Detection

Downsampling input images is a simple trick to speed up visual object-detection algorithms, especially on robotic vision and applied mobile vision systems. However, this trick comes with a significant decline in accuracy. In this paper, dual-resolution dual-path Convolutional Neural Networks (CNNs),...

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Veröffentlicht in:Sensors (Basel)
Hauptverfasser: Pan, Jing, Sun, Hanqing, Song, Zhanjie, Han, Jungong
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI 2019
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6679249/
https://ncbi.nlm.nih.gov/pubmed/31337121
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s19143111
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