Plasmodium
100+
Downloads
Everyone
info
About this 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 ] = 0.2744
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.
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.
Updated on
Data safety
Developers can show information here about how their app collects and uses your data. Learn more about data safety
No information available
What's new
New Tensorflow Lite.
