Focal Loss
Loss function addressing class imbalance by down-weighting easy examples.
In italiano: Focal LossAdds modulating factor (1-p)^γ to cross-entropy. Focuses training on hard examples. Used in object detection (RetinaNet) for handling background class imbalance.
Examples
- RetinaNet object detection
- Imbalanced classification
- Hard example mining