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classify sand type

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If you are looking for an answer to the question What is Artificial Intelligence? and you only have a minute, then here's the definition the Association for the Advancement of Artificial Intelligence offers on its home page: "the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."

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How to classify sand types: A deep learning approach

#artificialintelligenceApr-15-2021

Convolutional neural networks can satisfactorily classify multiple sand types. The Inception architecture outperforms the VGG and ResNet architectures in the classification task. Both particle shape and surface texture are the keys to improving the accuracy. While the identification of sand type helps naturally approximate physical and mechanical properties, it is challenging to judge sand types without prior information. This study attempts to identify the sand type in 2D grayscale images by using convolutional neural networks (CNNs).

classify sand type, deep learning approach, sand type, (8 more...)

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Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks > Deep Learning (1.00)

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