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Method for Training Convolutional Neural Networks for In Situ Plankton Image Recognition and Classification Based on the Mechanisms of the Human Eye

In this study, we propose a method for training convolutional neural networks to make them identify and classify images with higher classification accuracy. By combining the Cartesian and polar coordinate systems when describing the images, the method of recognition and classification for plankton i...

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Podrobná bibliografie
Vydáno v:Sensors (Basel)
Hlavní autoři: Cheng, Xuemin, Ren, Yong, Cheng, Kaichang, Cao, Jie, Hao, Qun
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI 2020
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC7248961/
https://ncbi.nlm.nih.gov/pubmed/32370162
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s20092592
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