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.