zensvi.cv
=========

.. py:module:: zensvi.cv


Classes
-------

.. toctree::
   :hidden:

   /autoapi/zensvi/cv/ClassifierGlare
   /autoapi/zensvi/cv/ClassifierLighting
   /autoapi/zensvi/cv/ClassifierPanorama
   /autoapi/zensvi/cv/ClassifierPerception
   /autoapi/zensvi/cv/ClassifierPerceptionViT
   /autoapi/zensvi/cv/ClassifierPlaces365
   /autoapi/zensvi/cv/ClassifierPlatform
   /autoapi/zensvi/cv/ClassifierQuality
   /autoapi/zensvi/cv/ClassifierReflection
   /autoapi/zensvi/cv/ClassifierViewDirection
   /autoapi/zensvi/cv/ClassifierWeather
   /autoapi/zensvi/cv/DepthEstimator
   /autoapi/zensvi/cv/Embeddings
   /autoapi/zensvi/cv/ObjectDetector
   /autoapi/zensvi/cv/Segmenter

.. autoapisummary::

   zensvi.cv.ClassifierGlare
   zensvi.cv.ClassifierLighting
   zensvi.cv.ClassifierPanorama
   zensvi.cv.ClassifierPerception
   zensvi.cv.ClassifierPerceptionViT
   zensvi.cv.ClassifierPlaces365
   zensvi.cv.ClassifierPlatform
   zensvi.cv.ClassifierQuality
   zensvi.cv.ClassifierReflection
   zensvi.cv.ClassifierViewDirection
   zensvi.cv.ClassifierWeather
   zensvi.cv.DepthEstimator
   zensvi.cv.Embeddings
   zensvi.cv.ObjectDetector
   zensvi.cv.Segmenter


Functions
---------

.. autoapisummary::

   zensvi.cv.get_low_level_features


Package Contents
----------------

.. py:function:: get_low_level_features(dir_input: Union[str, pathlib.Path], dir_image_output: Union[str, pathlib.Path] = None, dir_summary_output: Union[str, pathlib.Path] = None, save_format: str = 'json csv', csv_format: str = 'long', verbosity: int = 1) -> None

   Processes images from the specified input directory or single image file to
   detect various low-level features, which include edge detection, blob detection,
   blur detection, and HSL color space analysis. It optionally saves the processed
   images and a summary of the features detected.

   :param dir_input: The input directory or image file path.
   :type dir_input: Union[str, Path]
   :param dir_image_output: Directory to save processed images. Defaults to None.
   :type dir_image_output: Union[str, Path], optional
   :param dir_summary_output: Directory to save summary results. Defaults to None.
   :type dir_summary_output: Union[str, Path], optional
   :param save_format: Format to save the summary results. Defaults to "json csv".
   :type save_format: str, optional
   :param csv_format: Format for CSV output. Defaults to "long".
   :type csv_format: str, optional
   :param verbosity: Level of verbosity for progress bars. Defaults to 1.
                     0 = no progress bars, 1 = outer loops only, 2 = all loops.
   :type verbosity: int, optional

   :returns: The function does not return any value but outputs results to the specified directories.
   :rtype: None

   :raises ValueError: If neither dir_image_output nor dir_summary_output is provided, indicating that at least one output directory must be specified.