MIXUP#
Functions#
- utils.mixup.mixup(couples, alpha, force_lambda=None)[source]#
Applies mixup augmentation to the given couples of inputs.
- Parameters:
couples (list) – A list of tuples, where each tuple contains two inputs to be mixed.
alpha (float) – The alpha parameter for the Beta distribution used to sample the mixing coefficients.
force_lambda (float or None, optional) – If not None, forces the use of a specific mixing coefficient for all inputs.
- Returns:
If more than one mixed input is generated, a tuple of mixed inputs is returned. Otherwise, a single mixed input is returned.
- Return type: