3.1 Training Phase
x In Training phase, image with any format, which is collected from internet is given as input to system.
x SIFT features are extracted from given input image using VL Fleat toolbox.
x After extracting SIFT features, next step is feature extraction by using HoG method.
x HoG features along with RGB histogram also extracted as training classifier and to identify the objects
and store in a database.