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44e5a987b1
* updated documentation in cropposts * updated documentation in display * updated documentation in faces * added comments to objects.py * updated utils.py docs * updated text.py docs * improve doc display * fix doc for display and remove redundant variable * removed documentation from cropposts.py * removed unused imports * get rid of ipywidgets dependency * remove unused imports, improve type hints * improve doc in utils * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --------- Co-authored-by: Inga Ulusoy <inga.ulusoy@uni-heidelberg.de> Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
55 строки
1.6 KiB
Python
55 строки
1.6 KiB
Python
from ammico.utils import AnalysisMethod
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from ammico.objects_cvlib import ObjectCVLib
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from ammico.objects_cvlib import init_default_objects
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class ObjectDetectorClient(AnalysisMethod):
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def __init__(self):
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# The detector is set to CVLib by default
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self.detector = ObjectCVLib()
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def set_client_to_cvlib(self):
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"""Set the object detection client to use CVLib."""
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self.detector = ObjectCVLib()
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def analyse_image(self, subdict=None):
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"""Localize objects in the given image.
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Args:
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subdict (dict): The dictionary for an image expression instance.
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Returns:
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dict: The updated dictionary with object detection results.
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"""
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return self.detector.analyse_image(subdict)
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class ObjectDetector(AnalysisMethod):
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od_client = ObjectDetectorClient()
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def __init__(self, subdict: dict):
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super().__init__(subdict)
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self.subdict.update(self.set_keys())
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def set_keys(self):
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"""Set the default object keys for analysis.
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Returns:
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dict: The dictionary with default object keys.
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"""
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return init_default_objects()
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def analyse_image(self):
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"""Perform object detection on the image.
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Returns:
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dict: The updated dictionary with object detection results.
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"""
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self.subdict = ObjectDetector.od_client.analyse_image(self.subdict)
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return self.subdict
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@staticmethod
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def set_client_to_cvlib():
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"""Set the object detection client to use CVLib."""
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ObjectDetector.od_client.set_client_to_cvlib()
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