Accuracy reaching 99.51% in DeepMask during training

[AbuBakrCh]

While training my own custom dataset, accuracy is reaching 99.5 percent. When I compute proposals using this model, the results are good but still not commensurate with the accuracy.

I am doing wound detection and I have 1500 images.
Any help will be highly appreciated.