Full Model Diagram

Description: A full diagram of the Neural Network I created

Process: Although the PlotNeuralNet tool is very powerful, I was unable to get the exact results I was looking for, so I decided to export a close version and directly edit to adjust colors, custom build architecture, and add annotations.

Tools used to create: PlotNeuralNet by Harislqbal88, Diagram.io, Photoshop

Result:

How Does a CNN Work

Description: Need an extremely simple example of how a CNN works, answering two questions:

• What characteristics can I discover about this image?
• What class has these same characteristics that I've observed?

Tools used to create: Diagram.io, Photoshop

Result:

RGB Representation

Description: Need a breakdown of what data we are extracting from the image to analyze: RGB data by pixel

Tools used to create: Diagram.io, Photoshop

Result:

Tying it All Together

Description: Need a medium-level diagram that includes the different parts of the model but with simplified annotations to discuss the process with non-techical audience.

Tools used to create: Diagram.io, Photoshop

Result: