UofT-DSI | Deep Learning - Assignment 1

[KathrynVozoris]

What changes are you trying to make? (e.g. Adding or removing code, refactoring existing code, adding reports)

Adding solutions to assignment 1.

What did you learn from the changes you have made?

I learned how to create a model using convolutional layers and pooling. I leaned how to check some of the predicitons correct and misclassified that the model output.

Was there another approach you were thinking about making? If so, what approach(es) were you thinking of?

I tried adding dense layers and playing with the parameters, but I wasn't able to create a hight performing model

Were there any challenges? If so, what issue(s) did you face? How did you overcome it?

It was a bit slow working on colab without GPU or CPU. I needed more information about how the parameters affect the outcome and how to better integrate dense layers with convulutional layers and how the order changes the output of the model.

How were these changes tested?

I checked that the output was as expected.

A reference to a related issue in your repository (if applicable)

Checklist

• [X ] I can confirm that my changes are working as intended

[github-actions]

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