Skip to content
Open
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
7 changes: 3 additions & 4 deletions monai/losses/unified_focal_loss.py
Original file line number Diff line number Diff line change
Expand Up @@ -108,7 +108,7 @@ def __init__(
Args:
to_onehot_y : whether to convert `y` into the one-hot format. Defaults to False.
delta : weight of the background. Defaults to 0.7.
gamma : value of the exponent gamma in the definition of the Focal loss . Defaults to 0.75.
gamma : value of the exponent gamma in the definition of the Focal loss . Defaults to 2.
epsilon : it defines a very small number each time. simmily smooth value. Defaults to 1e-7.
"""
super().__init__(reduction=LossReduction(reduction).value)
Expand Down Expand Up @@ -168,9 +168,8 @@ def __init__(
to_onehot_y : whether to convert `y` into the one-hot format. Defaults to False.
num_classes : number of classes, it only supports 2 now. Defaults to 2.
delta : weight of the background. Defaults to 0.7.
gamma : value of the exponent gamma in the definition of the Focal loss. Defaults to 0.75.
epsilon : it defines a very small number each time. simmily smooth value. Defaults to 1e-7.
weight : weight for each loss function, if it's none it's 0.5. Defaults to None.
gamma : value of the exponent gamma in the definition of the Focal loss. Defaults to 0.5.
weight : weight for each loss function. Defaults to 0.5.

Example:
>>> import torch
Expand Down
Loading