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

Video

Tuberculosis detection app using TensorFlow Lite

Platform requirement

• Android 5.0 or later

History

• Version 1.0.1 released (19 December 2018)
• Version 1.0 released (December 2018)