Deep Learning, Machine Learning, Artificial Intelligence, Loss Function, Neural Networks.
or F1 score, is a loss function used in image segmentation tasks to measure the overlap between the predicted segmentation and the ground truth. The Dice loss ranges from 0 to 1, where 0 indicates no overlap and 1 indicates perfect overlap. The Dice loss is defined as: Dice Loss = 1 - (2 *