AlmanacSoft Plasmodium Freeware

Description
AlmanacSoft Plasmodium is Machine Learning mobile app for Plasmodium detection.

This app uses Tensorflow Object Detection API and Tensorflow Lite for developing  machine learning mobile app. The ssd_mobilenet_v2_coco model is used for transfer training with dataset from J.A. Quinn. The performance of this model is evaluated by COCO detection metrics. The scores are as follow:

Mean Average Precision (mAP) @[ IoU=0.50:0.95 ] = 0.1929
Mean Average Precision (mAP) @[ IoU=0.50 ] = 0.5976
Mean Average Precision (mAP) @[ IoU=0.75 ] = 0.0666

You can use this app only for helping malaria detection. It CAN'T be used for diagnosis without any supervision from medical expert.

Screenshots



Platform requirements
  • Android 5.0 or later

History
  • Version 1.0 released (December 2018)
Get it on Google Play