Automated Classification Analysis of Geological Structures Based on Images Data and Deep Learning Model

Automated Classification Analysis of Geological Structures Based on Images Data and Deep Learning Model

It is meaningful to study the geological structures exposed on the Earth’s surface, which is paramount to engineering design and construction. In this research, we used 2206 images with 12 labels to identify geological structures based on the Inception-v3 model. Grayscale and color images...

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Bibliographic Details
Main Authors: Ye Zhang, Gang Wang, Mingchao Li, Shuai Han
Format: Article
Language:English
Published: MDPI AG 2018-12-01
Series:Applied Sciences
Subjects:
OpenCV
machine learning
transfer learning
Inception-v3
geological structure images
convolutional neural networks
Online Access:https://www.mdpi.com/2076-3417/8/12/2493

Internet

https://www.mdpi.com/2076-3417/8/12/2493

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