WebNov 5, 2024 · The Dice score and Jaccard index are commonly used metrics for the evaluation of segmentation tasks in medical imaging. Convolutional neural networks trained for image segmentation tasks are usually optimized for (weighted) cross-entropy. This introduces an adverse discrepancy between the learning optimization objective (the loss) … WebDec 29, 2024 · Keras losses never take any other argument besides y_true and y_pred. All keras weighting is automatic. For custom weights, you need to implement them yourself. You can create these loss functions wrapped inside a function that takes weights, like this: def weighted_dice_xent_loss (weight_map): def dice_xent_loss (y_true, y_pred): #code ...

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