This repository hosts the source code of MOSQUITO-NET: A Deep Learning based CADx system for malaria diagnosis along with model interpretation using GradCam and CLass activation maps. This work has been published in Expert Systems. https://doi.org/10.1111/exsy.12695
Automatic classification of malaria infected blood smears deep learning approaches can be performed using the framework available here: https://malaria.zyik.ml/.
Mosquito net with a different activation function Mish. Slightly improved performance.
A more optimized version of MosquitoNet with Depthwise Seperable Convolutions for mobile devices accepted & presented inICML 2020, MLGH Workshop Poster
The project is live at https://zyik.ml/