GitHub - giovannitjahyamulia/svm-glcm-colormoments-python: 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 C is 0.1, 1, and 10, gamma with auto and scale values. In addition there is a script that can be used to resize automatically per folder per file that the results will be moved to the new directory. There is also a file for doing Random Split automatically per folder per file that the results will be moved to the new directory.

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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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Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
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