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524_MiniProject/README.md

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524_MiniProject Unzipping.ipynb Splitting.ipynb Sorting.ipynb Training.ipynb and Training_With_FaceCropping.ipynb Testing.ipynb Submitting.ipynb
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524_MiniProject

Unzipping.ipynb

The data was uploaded as a zipfile and this code was used to extract it.

Splitting.ipynb

This file was used to split the dataset into Train/Valid/Test.

Sorting.ipynb

This code was used to sort images into directories corresponding to their category.

Training.ipynb and Training_With_FaceCropping.ipynb

These files were used to train the model. One was trained with face cropping and one without.

Testing.ipynb

This code was used to test the accuracy of the models on their corresponding Test dataset (the one extracted from 'train')

Submitting.ipynb

This code uses the trained model to predict the labels of the test datset and create the appropriate submission file. Note that Training still has code related to facial cropping but this was not ulrimately used.