/CNN-Malaria-Detection

Building a CNN for detection of Malaria in thin blood slide images

Primary LanguageJupyter Notebook

CNN for Malaria Detection

In this project, a simple CNN will be built using Tensorflow to detect Malaria from thin blood slide images. The Dataset is taken from the official NIH Website.

Dataset Preview

Parasitized Cell Uninfected Cell
Parasitized Uninfected

Evaluation

Classes Precision Recall F1 Score
Parasitized (0) 0.96 0.93 0.95
Uninfected (1) 0.93 0.97 0.95