harirakul / Malaria-Detection

Using tensorflow to predict if a cell is infected by malaria.

Malaria Detection with Tensorflow

Website: https://sites.google.com/view/malaria-detection/home

Demo: https://malaria-diagnosis.herokuapp.com/

Purpose

Predicts if a human cell is parasitized by malaria with a 95% accuracy.

Data: https://lhncbc.nlm.nih.gov/publication/pub9932

Dataset of 27558 images of cells with labels from the Lister Hill National Center for Biomedical Communications of the National Institutes of Health (LHNCBC).

Testing Images

Images if you'd like to try the classifier but have no cell samples:

Parasitized	Uninfected