Classification Model Comparison for CFAR-10 Dataset

In this project I have trained a Linear Classifier, 2 Layer Fully Connected NN and a CNN model to classify images in CIFAR-10 dataset. Also I have used several optimization methods and compared their results.

Trained Weights of the Linear Classifier

Comarison of 2 Layer Fully Connected NN with and without using Stochastic Gradient Descent