diff --git a/modules/util/util.py b/modules/util/util.py index 7a5d5c7affda8ef35619424a1abaf67206f9835c..ff143ec471c4b3c2aa4975f9b0f786e8f07089c8 100644 --- a/modules/util/util.py +++ b/modules/util/util.py @@ -408,6 +408,23 @@ def normalize(data, param, mean_std_dict, add_noise=False, noise_scale=1.0, seed return data +def denormalize(data, param, mean_std_dict): + + if mean_std_dict.get(param) is None: + return data + + shape = data.shape + data = data.flatten() + + mean, std, lo, hi = mean_std_dict.get(param) + data *= std + data += mean + + data = np.reshape(data, shape) + + return data + + def scale(data, param, mean_std_dict): if mean_std_dict.get(param) is None: