Tuberculosis
Description
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.
Screenshots
Platform requirement
- Android 5.0 or later
History
- Version 1.0.1 released (19 December 2018)
- Version 1.0 released (December 2018)
