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Water 11 01338 v3 PDF

19 Pages·2019·English
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by ['Karthik']| 2019| 19 pages| English

About Water 11 01338 v3

This document discusses using neural architecture search (NAS) to develop a convolutional neural network (CNN) model for classifying algal genera from images. NAS automatically examines possible CNN architectures to find the best structure for fitting algal image data. The developed CNN model effectively classified eight common algal genera with a high F1-score of 0.95. This NAS approach outperformed conventional methods of manually selecting CNN architectures and provides an effective tool for rapid algal monitoring.

Detailed Information

Author:['Karthik']
Publication Year:2019
Pages:19
Language:English
Format:PDF
Price:FREE
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