Course 4: Convolutional Neural Networks - Week 1

[mbhushan]

Putting it all together:

Why Convolutions

Neural Network Example 2:

Neural network example 1:

Summary of pooling:

Example of a convnet:

Summary of notations:

#

Number of parameters in a layer

Example of a layer:

Multiple Filters:

Convolutions over volume:

Summary of Convolutions:

Strided Convolutions:

Valid and Same Convolutions:

Padding Images for CNN:

Learning to detect edges:

Vertical and Horizontal Edges:

Vertical Edge Detection 1:

Vertical Edge Detection 1: