Deep-Learning

Deep Learning assignments and project

Machine Learning Basics

The classifiers implemented are the following:

• K-nearest neighbor,
• Support Vector Machine,
• Linear regression,
• Logistic regression.

Convolution Neural Networks vs Fully Connected Neural Networks

• Fully connected neural network,
• Convolutional neural network.

Comparative experiments of different architectures of Convolution Neural Networks

• LeNet 5,
• SENet,
• VGG19,
• ResNet18,
• GoogLeNet,
• Dual Path Networks.