final submit assignment_1

[jeffey97]

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

Code added for new CNN

What did you learn from the changes you have made?

Learned how to build a CNN from scratch, learned to use data augmentation, tuning hyperparameters ...

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

Though about adding pre-trained models like RESNET-50

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

Ran out of computing power. Need to get more GPU for training
Training the model to improve the performance with a limited number of epochs was challenging

How were these changes tested?

in Google colab and visual studio code

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

Checklist

• I can confirm that my changes are working as intended

[github-actions]

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[github-actions]

Hello, thank you for your contribution. If you are a participant, please close this pull request and open it in your own forked repository instead of here. Please read the instructions on your onboarding Assignment Submission Guide more carefully. If you are not a participant, please give us up to 72 hours to review your PR. Alternatively, you can reach out to us directly to expedite the review process.