/BoVW-pLSA

Primary LanguagePython

  • the project using two different dataset. The first is {ids.mat、SegPatches.mat}, the second is {class.mat、histogram.mat}
    • first dataset, we must extract features from dataset and to build dictionary.
    • second dataset, we have build the dictionary, directly using
  • load_input.py load data, return labels, patches, count
  • main.py using the first version dataset
  • main_xubo.py using the second version dataset
  • pLSA.py include calu two matrixs and selected the relevant words by pointing the number of concepts
  • SVM.py, we using this file to cross validation by using SVM
  • Tools.py, include some functions that sometimes need to use
  • just run main.py or main_xubo.py