DetectionData
=============



.. currentmodule:: deepchecks.vision

.. autoclass:: DetectionData
   :special-members: __init__



.. rubric:: Attributes

.. autosummary::
   :toctree:

   
   DetectionData.classes_indices
   

   
   DetectionData.data_dimension
   

   
   DetectionData.data_loader
   

   
   DetectionData.has_images
   

   
   DetectionData.has_labels
   

   
   DetectionData.n_of_samples_per_class
   

   
   DetectionData.num_classes
   

   
   DetectionData.num_samples
   

   
   DetectionData.original_num_samples
   

   
   DetectionData.task_type
   

   
   DetectionData.transform_field
   






.. rubric:: Methods

.. autosummary::
   :toctree:

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