/Malaria-Detection-and-Localization

A project on the classification of blood samples as positive for malaria parasites and negative otherwise, with further localization of the parasites in the positive images and deployment for online and offline use.

Primary LanguageJupyter Notebook

MDL

A project on the classification of blood samples as positive for malaria parasites and negative otherwise, with further localization of the parasites in the positive images and deployment for online and offline use.

Framworks and Languages Used

    • Python
      Swift
      OpenCV
      PIL
      Tensorflow

    • Deployment

    • Web App deployment via Streamlit/Heroku https://dexter-malaria-predictor.herokuapp.com/
      Mobile App deployment via Tensorflow Lite

    • Mobile App Ouput

    tf-lite.mp4