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This is a thesis that I did to get a Bachelor's degree in Informatics at MDP University. On this repository you can use it for classification using the SVM method, SVM-GLCM, SVM-Color Moments, and SVM-GLCM-Color Moments by using multiple kernels such as linear, RBF, Polynomial, and sigmoid, some GLCM angles like 0, 45 , 90 and 135, the value of …

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giovannitjahyamulia/svm-glcm-colormoments-python

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SVM-Color Moments.py

SVM-Color Moments.py

 
 

SVM-GLCM-0-Color Moments.py

SVM-GLCM-0-Color Moments.py

 
 

SVM-GLCM-0.py

SVM-GLCM-0.py

 
 

SVM-GLCM-135-Color Moments.py

SVM-GLCM-135-Color Moments.py

 
 

SVM-GLCM-135.py

SVM-GLCM-135.py

 
 

SVM-GLCM-45-Color Moments.py

SVM-GLCM-45-Color Moments.py

 
 

SVM-GLCM-45.py

SVM-GLCM-45.py

 
 

SVM-GLCM-90-Color Moments.py

SVM-GLCM-90-Color Moments.py

 
 

SVM-GLCM-90.py

SVM-GLCM-90.py

 
 

SVM-GLCM-Color Moments.py

SVM-GLCM-Color Moments.py

 
 

random_split.py

random_split.py

 
 

resize_image.py

resize_image.py

 
 

svm.py

svm.py

 
 

svm_multiclass.py

svm_multiclass.py

 
 

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This is a thesis that I did to get a Bachelor's degree in Informatics at MDP University. On this repository you can use it for classification using the SVM method, SVM-GLCM, SVM-Color Moments, and SVM-GLCM-Color Moments by using multiple kernels such as linear, RBF, Polynomial, and sigmoid, some GLCM angles like 0, 45 , 90 and 135, the value of …

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python c kernel svm angle image-classification gamma glcm color-moments
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