NUS ME5405 Computer Project

Project Execution

Before executing the project, please add all folders and subfolders to the MATLAB path, and then execute the corresponding files.

• For Image1 (chromo.txt), the main function file is Project1.m in folder Project1.
• For Image2 (hello_world.jpg), the main function file is Project2.m in folder Project2.

Image Classification

KNN, SOM, and SVM methods are implemented in image classification, and the source code is placed in the folder Project2/classification. The dataset is in the folder Project2/classification/p_dataset_26.

SVM

The main code of SVM Classifier for execution is :

classification_svm.m

kNN

The main code of kNN Classifier for execution is :

classification_knn.m

SOM

The main code of SOM Classifier for execution is :

classification_som.m

Reference

-https://github.com/FHL1998/ME5405_Project

-https://github.com/Le-HN/ME5405-Machine-Vision-Project