blob loss: instance imbalance aware loss functions for semantic segmentation

Florian Kofler, Suprosanna Shit, Ivan Ezhov +14

Deep convolutional neural networks (CNN) have proven to be remarkably effective in semantic segmentation tasks. Most popular loss functions were introduced targeting improved volum…