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cancer-cells-classification

Summary

The web app categorizes blood cells. When you upload a picture of a blood cell to the app, it gives classifications like cancer cells or healthy cells.

Dataset

From Kaggle

Used tools

  • tensorflow
  • streamlit
  • matplotlib
  • numpy
  • python 3.8.8
  • conda virtual environment
  • google colab

Issues

  • The web app runs only locally. The deployment of the web app in the Heroku was not successful due to huge size of the repo (files' size ~525 MB, while Heroku allows max 500MB).
  • accuracy: 0.8819

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The web app categorizes blood cells.

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