dice_coef: 2D Dice coefficient (F1 score) for single label.

In kumeS/rMiW: rMiW - R package for providing the analysis workflow for microscopy-based images

Description

Dice coefficient and loss function for the compile of model.

Usage

dice_coef(y_true, y_pred, smooth = 1.0)

bce_dice_loss(y_true, y_pred)

Arguments

y_true	XXX
y_pred	XXX
smooth	XXX

Author(s)

Satoshi Kume

Examples

## Not run: 
# Compile
model <- model %>%
  compile(optimizer = optimizer_rmsprop( lr = 0.01 ),
  loss = bce_dice_loss,
  metrics = custom_metric( "dice_coef", dice_coef ))

## End(Not run)

kumeS/rMiW documentation built on Dec. 21, 2021, 8:43 a.m.