Comparison of regularization effect using non-regularization and regularization with L1 and L2 regularization: (a) cross-entropy loss and (b) focal loss. (i) L1 0.0 and L2 0.0 regularization coefficient, (ii) L1 0.5 and L2 0.5 regularization coefficient.