avocado.Augmentor.augment_dataset¶
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Augmentor.augment_dataset(augment_name, dataset, num_augments, include_reference=True)¶ Generate augmented versions of all objects in a dataset.
Parameters: - augment_name (str) – The name of the augmented dataset.
- dataset (
Dataset) – The dataset to use as a reference for the augmentation. - num_augments (int) – The number of times to use each object in the dataset as a reference for augmentation. Note that augmentation sometimes fails, so this is the number of tries, not the number of sucesses.
- include_reference (bool (optional)) – If True (default), the reference objects are included in the new augmented dataset. Otherwise they are dropped.
Returns: augmented_dataset – The augmented dataset.
Return type: