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Detection Interfaces

Here we list and briefly describe the high level algorithm interfaces which SMQTK-Detection provides. Some implementations will require additional dependencies that cannot be packaged with SMQTK-Detection.

Detection Element

Data structure used by detector interfaces to communicate inference predictions.

.. autoclass:: smqtk_detection.interfaces.detection_element.DetectionElement
    :members:

ObjectDetector

This interface defines a method to generate object detections (:class:`smqtk_detection.interfaces.detection_element.DetectionElement`) over a given :class:`smqtk_dataprovider.interfaces.data_element.DataElement`.

.. autoclass:: smqtk_detection.interfaces.object_detector.ObjectDetector
   :members:

ImageMatrixObjectDetector

.. autoclass:: smqtk_detection.interfaces.object_detector.ImageMatrixObjectDetector
   :members:

DetectImageObjects

.. autoclass:: smqtk_detection.interfaces.detect_image_objects.DetectImageObjects
  :members: