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image-transformation-degradation's Introduction

An Investigation on Performance Degradation of Image Classifiers Using Image Transformations

CS 6220 Group Project

Authors:

Motivation and Approach

Motivation

Presentations:

  • Proposal presentation available here
  • Workshop presentation available here
  • Demo presentation available here

Code

  • 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

image-transformation-degradation's People

Contributors

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Stargazers

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Watchers

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