:py:mod:`kosmos.ml.datasets.organamnist_dataset`
================================================

.. py:module:: kosmos.ml.datasets.organamnist_dataset







Classes
-------

.. py:class:: OrganAMNISTDataset(*, min_max_scaler: bool = True)

   Bases: :py:class:`kosmos.ml.datasets.dataset.SLDataset`

   OrganAMNIST dataset for organ classification from medical images.

   .. admonition:: Notes

      - Number of instances: 58,830 (34,561 train + 6,491 val + 17,778 test)
      - Number of features: 784 numeric (28x28 pixel images, flattened)
      - Classes: 11 (different organ types)

   .. admonition:: References

      - MedMNIST: https://medmnist.com/

   Initialize the dataset.

   :param min_max_scaler: Whether to apply min-max scaling to the features.
   :type min_max_scaler: bool




   |

   .. rubric:: Properties

   .. py:property:: class_names

      Return human-readable class labels for organ types.

   .. py:property:: input_dimension

      Number of feature columns.

   .. py:property:: output_dim

      Number of distinct classes.