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Topic recognition#143

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FinnRobertson15 wants to merge 14 commits intoshakes76:topic-recognitionshakes76/PatternAnalysis-2023:topic-recognitionfrom FinnRobertson15:topic-recognitionFinnRobertson15/PatternAnalysis-2023:topic-recognitionCopy head branch name to clipboard

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Commits on Oct 16, 2023

• Created a google Colab Version

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• Got images to download in GoogleDrive and added to loader

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• First version of model created, loss is very low but accuracy right now is nan%

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• Added classification testing and adjusted some hyper parameters. Still getting 50% accuracy...

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• Got triple accuracy up to ~70%. I randomize the order of all three cols each batch, rotate the images and use L2 regularization

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• Tuned hyperparameters, will run for 100 epochs

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Commits on Oct 17, 2023

• Changed to SGD, fixed classifier to actually use embeddings. Getting ~70% test accuracy

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• Getting > 0.01 loss on validation after epoch 6

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Commits on Oct 21, 2023

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• Added Readme

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• Update README.md to include accuracy

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