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Projects

Project One Image

Face Colorization with CNN Based Architectures

adjusting hyperparameters in convolutional layers and examining the effect of interlayer connections


Project Two Image

Object Recognition with Local Features

extracting local features and forming feature dictionaries by clustering them, then classifying accordingly


Project Three Image

Classification with Decision Trees and SVMs

investigating the effects of average gini index and information gain with/without pre-pruning using decision trees and kernel types and parameters of SVMs