Adaptive Class Weight based Dual Focal Loss for Improved Semantic Segmentation

Md Sazzad Hossain, Andrew P Paplinski, John M Betts

In this paper, we propose a Dual Focal Loss (DFL) function, as a replacement for the standard cross entropy (CE) function to achieve a better treatment of the unbalanced classes in…