An Investigation on Performance Degradation of Image Classifiers Using Image Transformations

CS 6220 Group Project

Authors:

run streamlit run streamLit.py for running the web app
transform.ipynb - transforms the images
colab_transformed_evaluation.ipynb - Notebook for running evaluation on transformed images
ensembling.ipynb - evaluates ensemble

Name		Name	Last commit message	Last commit date
Latest commit History 27 Commits
streamLitHelp/images		streamLitHelp/images
visualizations		visualizations
.gitignore		.gitignore
README.md		README.md
class_names.json		class_names.json
colab_evaluationImageNet.ipynb		colab_evaluationImageNet.ipynb
colab_transformed_ensemble.ipynb		colab_transformed_ensemble.ipynb
colab_transformed_evaluation.ipynb		colab_transformed_evaluation.ipynb
downsample.ipynb		downsample.ipynb
ensembling.ipynb		ensembling.ipynb
evaluateImageNet.ipynb		evaluateImageNet.ipynb
imagnet_classes.json		imagnet_classes.json
motivation.png		motivation.png
results.ipynb		results.ipynb
results.json		results.json
streamLit.py		streamLit.py
test.ipynb		test.ipynb
top1Results.csv		top1Results.csv
top5Results.csv		top5Results.csv
transform.ipynb		transform.ipynb
visualization.ipynb		visualization.ipynb
visualization_loop.ipynb		visualization_loop.ipynb