The channel_names entry in dataset.json only determines the normlaization scheme. So if you want to use something different then you can just - create a new subclass of ImageNormalization - map your custom channel identifier to that subclass in channel_name_to_normalization_mapping - run plan and preprocess again with your custom normlaization scheme