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Binary Classification of Skin Cancer Inflammation

Code for Olivia Shen's ECS 174 final project. Images for the SC-2000v2 dataset were provided by John T Shen MD Corp. The SC-2000v2 dataset and code for splitting data is not included to protect patient and business privacy.

See the paper with experiments and results here.

Packages

See requirements.txt.

Results

See the following Jupyter Notebooks for experiment results:

  • baseline_cnn.ipynb
  • linear_probing.ipynb
  • knn.ipynb

Helper Python files are in the helpers folder.