Deep Learning, Machine Learning, Artificial Intelligence, Loss Function, Neural Networks.
framework. Implementation in NumPy import numpy as np def dice_loss(y_true, y_pred, smooth=1e-5): intersection = np.sum(y_true * y_pred, axis=(1,2,3)) sum_of_squares_pred = np.sum(np.square(y_pred), axis=(1,2,3)) sum_of_squares_true = np.sum(np.square(y_true), axis=(1,2,3)) dice = 1 - (2 *