# Focal Loss ## 緣由 * 1-stage object detection中Negative overwhelming問題(Data Imbalance) ## 原理 * 降低well-classified example的loss gradient * 拉高預測值很低的example的loss gradient ![](https://i.imgur.com/u9OUrX2.png)