Author

Shuntaro Watanabe

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Ecology· 1

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Approach:deep learning· 1 Research Focus:ecology & biodiversity· 1 Assay:imaging· 1

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Kazuaki Sumi· 1 shared Takeshi Ise· 1 shared

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2018-2018 · peak 1/yr

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1 shared paperEcology

Kazuaki Sumi

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1 paper

Recent·Most cited

EcologybioRxivPreprintNov 7, 2018

Automatic vegetation identification in Google Earth images using a convolutional neural network: A case study for Japanese bamboo forests

Shuntaro Watanabe, Kazuaki Sumi, Takeshi Ise

This study uses a convolutional neural network to automatically identify Japanese bamboo forests in Google Earth images, achieving 97% detection accuracy with high-resolution images and quality training data.

DOI 10.1101/351643

imagingdeep learning

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