| File type | APK |
|---|---|
| Version | 1.0.5 |
| Publisher | AlmanacSoft |
| Release date | May 18, 2020 |
| Date added | May 18, 2020 |
| Os requirements | Android |
| Requirements | Requires Android 6.0 and up |
| Total downloads | 0 |
| Price | Free |
Description
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 ] = 0.2744
Mean Average Precision (mAP) @[ IoU=0.50 ] = 0.7312
Mean Average Precision (mAP) @[ IoU=0.75 ] = 0.1363
You can use this app only for helping malaria detection. It CAN'T be used for diagnosis without any supervision from medical expert.
