How to classify SAR image pixel by pixel in python using libsvm?

I have extracted the pixel texture (size 45) from the SAR image. I have 4 basic truth images for 4 different classes (water, vegetation, urban, grassland). How can I add true class labels to the corresponding training feature vector? I want to use LIBSVM for classification in python.