Image Recognition of Coal and Coal Gangue Using a Convolutional Neural Network and Transfer Learning

Image Recognition of Coal and Coal Gangue Using a Convolutional Neural Network and Transfer Learning

Recognizing and distinguishing coal and gangue are essential in engineering, such as in coal-fired power plants. This paper employed a convolutional neural network (CNN) to recognize coal and gangue images and help segregate coal and gangue. A typical workflow for CNN image recognition is presented...

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Bibliographic Details
Main Authors: Yuanyuan Pu, Derek B. Apel, Alicja Szmigiel, Jie Chen
Format: Article
Language:English
Published: MDPI AG 2019-05-01
Series:Energies
Subjects:
coal/gangue
image recognition
convolutional neural network
transfer learning
Online Access:https://www.mdpi.com/1996-1073/12/9/1735

Internet

https://www.mdpi.com/1996-1073/12/9/1735

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