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.
- Android 5.0 or later
- Version 1.0.1 released (19 December 2018)
- Version 1.0 released (December 2018)