fiftyone.utils.voc.VOCAnnotation

class documentation

class VOCAnnotation(object): (source)

Class representing a VOC annotations file.

Parameters
path	the path to the image
folder	the name of the folder containing the image
filename	the image filename
segmented	whether the objects are segmented
metadata	a `fiftyone.core.metadata.ImageMetadata` instance
objects	a list of `VOCObject` instances

Class Method	`from_dict`	Creates a `VOCAnnotation` instance from a JSON dict representation.
Class Method	`from_labeled_image`	Creates a `VOCAnnotation` instance for the given labeled image data.
Class Method	`from_xml`	Creates a `VOCAnnotation` instance from an XML annotations file.
Method	`__init__`	Undocumented
Method	`to_detections`	Returns a `fiftyone.core.labels.Detections` representation of the objects in the annotation.
Instance Variable	`filename`	Undocumented
Instance Variable	`folder`	Undocumented
Instance Variable	`metadata`	Undocumented
Instance Variable	`objects`	Undocumented
Instance Variable	`path`	Undocumented
Instance Variable	`segmented`	Undocumented

Creates a VOCAnnotation instance from a JSON dict representation.

@classmethod
def from_labeled_image(cls, metadata, detections, path=None, filename=None, extra_attrs=True): (source) ¶

Creates a VOCAnnotation instance for the given labeled image data.

Parameters
metadata	a `fiftyone.core.metadata.ImageMetadata` instance for the image
detections	a `fiftyone.core.labels.Detections`
path:`None`	the absolute path to the image
filename:`None`	the filename of the image
extra_attrs:`True`	whether to include extra object attributes. Supported values are: `True`: include all extra attributes found `False`: do not include extra attributes a name or list of names of specific attributes to include
Returns
a `VOCAnnotation`

Creates a VOCAnnotation instance from an XML annotations file.

def __init__(self, path=None, folder=None, filename=None, segmented=None, metadata=None, objects=None): (source) ¶

Undocumented

def to_detections(self, extra_attrs=True): (source) ¶

Returns a fiftyone.core.labels.Detections representation of the objects in the annotation.

Parameters
extra_attrs:`True`	whether to load extra annotation attributes onto the imported labels. Supported values are: `True`: load all extra attributes found `False`: do not load extra attributes a name or list of names of specific attributes to load
Returns
a `fiftyone.core.labels.Detections`

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