I am implementing Bag-of-Visual-Words. Part of that is SIFT, it has a task of extracting features and outputs a vector. Afterwards, the vector are clustered and made into a histogram. Histograms are then used to train for a model.
I want to train and test 100 image. Can features (vector) be saved into a separate (and what) file so that extraction steps are not repeated always?