This research aims to develop an human body shape classification from the photos. By image processing techniques, three car body shape classification has to choose a dress. Wearing outfits that look good. Add personality to themselves and have a bun. Techniques of image processing technique of Hitler to grow GSM oriented gradients. Support (HOG) to work on the MATLAB program and data analysis by working on the WEKA to gain valuable modeling accuracy for most. Before the development of the system will bring up the system in our development program, which works on the program in MATLAB developed by using WEKA to program, check the accuracy of the model system created from the SMO SVM algorithm/by has a value equal to 76.25% accuracy.