This respository is used for storing code that I used/implemented for my senior thesis. The full research report can be viewed HERE.

• All code are in Matlab
• Must manually download GoogLeNet CNN and VGG-F CNN and put them into the CNN folder due to Github storage limit.
• MatConvNet - follow the instructions to install
• Library for Support Vector Machine
• The actual images used for training and testing are not included. Please check the directory path in each matlab file before running the scripts.

Utility Functions

• imageSetConstructor
• confusionMatrix

Classifiers

• K-nearest neighbors
• Linear Regression
• Perceptron Batch
• Support Vector Machine

Feature Extractors:

• Pixels
• Edge Detectors (Prewitt, Sobel, Canny)
• ConvNet (GoogLeNet, VGG-F)