minst_matlab

Introduction

  • Run on MATLAB R2018a, with Statistics and Machine Learning Toolbox and Computer Vision System Toolbox and Neural Network Toolbox Model for AlexNet Network
  • Model: AlexNet feartures based SVM Classification

Run

  • For train: run Train(path_to_train_images, path_to_train_labels, path_to_test_images, path_to_test_labels);
  • For test: run Test(imgPath, modelPath);

Grade

  • Now, the best score on svm method is 99.43%, finding no where to improve without neural network