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TextureClassification using Naive Bayes and GLCM for feature extraction

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TextureClassification-GLCM-NB

Texture Classification using Naive Bayes and GLCM for feature extraction Dataset can be found here, at the Texture Database section.

How to Use

Texture listed

Class of Texture is located at

com.ard333.textureclassification.glcmnb.model.TextureClass.java

you can add or remove the class that will be used.

Naming the Training Data

You must add the (dot)(index of class @TextureClass +1) at the end of the file name, example:

  • wood1.1.jpg
  • wood2.1.jpg
  • wood3.1.jpg
  • brick1.2.jpg
  • brick2.2.jpg
  • brick3.2.jpg
  • and so on...

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