Understanding Focal Loss for Pixel-level Classification in Convolutional Neural Networks

A smooth version of cross entropy loss for quick convergence

Photo by Patrick Schneider on Unsplash

As I wrote in the last article of this series, focal loss is a more focused cross entropy loss. In semantic segmentation problems, focal loss can help the model focus on pixels that have not been well trained yet…