速報APP / 醫療 / Tuberculosis

Tuberculosis

價格:免費

更新日期:2019-03-14

檔案大小:6.0M

目前版本:1.0.5

版本需求:Android 6.0 以上版本

官方網站:http://www.almanacsoft.com

Email:pmalakul@gmail.com

聯絡地址:9 Samakhee 60/4 Thasai, Muang, Nonthaburi, THAILAND 11000

Tuberculosis(圖1)-速報App

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 (http://air.ug/microscopy). 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

Tuberculosis(圖2)-速報App

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.