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Kaplan Meier Plot Classifier

  • This code repo consists of 3 models used to classify plots as being either Kaplan Meier plots, or not. The three models are:
    • Bag of Words - Pytesseract uses Optical Character Recognition to extract words from an image, and uses a bag of words machine learning model to predict the probability that the image contains a Kaplan Meiers plot.
    • Fastai Deep Learning - A convolutional neural net image classifier, fine tuned from the existing resnet152 model.
    • Ensemble model - an average of the probabilities output from the above two models, and shows to be the highest performing.
  • The code in this repo is a work in progress and hasn't been optimised to run on other machines yet.

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Contributing

The current contributor(s) to this project are:

  • Sam Bradley

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