VisionData
==========



.. currentmodule:: deepchecks.vision

.. autoclass:: VisionData
   :special-members: __init__



.. rubric:: Attributes

.. autosummary::
   :toctree:

   
   VisionData.classes_indices
   

   
   VisionData.data_dimension
   

   
   VisionData.data_loader
   

   
   VisionData.has_images
   

   
   VisionData.has_labels
   

   
   VisionData.n_of_samples_per_class
   

   
   VisionData.num_classes
   

   
   VisionData.num_samples
   

   
   VisionData.original_num_samples
   

   
   VisionData.task_type
   

   
   VisionData.transform_field
   






.. rubric:: Methods

.. autosummary::
   :toctree:

   
   
   VisionData.assert_images_valid
   
   
   VisionData.assert_labels_valid
   
   
   VisionData.batch_of_index
   
   
   VisionData.batch_to_images
   
   
   VisionData.batch_to_labels
   
   
   VisionData.copy
   
   
   VisionData.from_dataset
   
   
   VisionData.get_augmented_dataset
   
   
   VisionData.get_classes
   
   
   VisionData.get_transform_type
   
   
   VisionData.infer_on_batch
   
   
   VisionData.init_cache
   
   
   VisionData.is_sampled
   
   
   VisionData.label_id_to_name
   
   
   VisionData.to_batch
   
   
   VisionData.to_dataset_index
   
   
   VisionData.update_cache
   
   
   VisionData.validate_format
   
   
   VisionData.validate_get_classes
   
   
   VisionData.validate_image_data
   
   
   VisionData.validate_label
   
   
   VisionData.validate_prediction
   
   
   VisionData.validate_shared_label