This is the keras implementation of focal loss proposed by Lin et. al. in their Focal Loss for Dense Object Detection paper.
You have to compile your model with focal loss. Sample:
model_prn.compile(optimizer=optimizer, loss=[focal_loss(alpha=2, gamma=2)])