deeplake.auto.unstructured.image_classification

class deeplake.auto.unstructured.image_classification.ImageClassification(source: str)

structure()

Create a structured dataset.

Parameters:

• ds (Dataset) – A Deep Lake dataset object.
• progressbar (bool) – Defines if the method uses a progress bar. Defaults to True.
• generate_summary (bool) – Defines if the method generates ingestion summary. Defaults to True.
• shuffle (bool) – Defines if the file paths should be shuffled prior to ingestion. Defaults to True.
• image_tensor_args (dict) – Defines the parameters for the images tensor.
• label_tensor_args (dict) – Defines the parameters for the class_labels tensor.
• num_workers (int) – The number of workers passed to compute.

Returns:

A Deep Lake dataset.