Tuberculosis is Machine Learning freeware mobile app for Mycobacterium tuberculosis detection.

This app uses Tensorflow Object Detection API and Tensorflow Lite for developing machine learning mobile app. The ssd_mobilenet_v2_quantized_300x300_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 ] = 0.223549

Mean Average Precision (mAP) @[ IoU=0.50 ] = 0.627176

Mean Average Precision (mAP) @[ IoU=0.75 ] = 0.085073

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


Platform requirement

  • Android 5.0 or later


  • Version 1.0.1 released (19 December 2018)
  • Version 1.0 released (December 2018)
Get it on Google Play