Class VideoObjectTrackingAnnotation (2.8.2)

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VideoObjectTrackingAnnotation(
    mapping=None, *, ignore_unknown_fields=False, **kwargs
)

Annotation details for video object tracking.

Attributes

NameDescription
instance_id str
Optional. The instance of the object, expressed as a positive integer. Used to tell apart objects of the same type (i.e. AnnotationSpec) when multiple are present on a single example. NOTE: Instance ID prediction quality is not a part of model evaluation and is done as best effort. Especially in cases when an entity goes off-screen for a longer time (minutes), when it comes back it may be given a new instance ID.
time_offset google.protobuf.duration_pb2.Duration
Required. A time (frame) of a video to which this annotation pertains. Represented as the duration since the video's start.
bounding_box google.cloud.automl_v1beta1.types.BoundingPoly
Required. The rectangle representing the object location on the frame (i.e. at the time_offset of the video).
score float
Output only. The confidence that this annotation is positive for the video at the time_offset, value in [0, 1], higher means higher positivity confidence. For annotations created by the user the score is 1. When user approves an annotation, the original float score is kept (and not changed to 1).

Inheritance

builtins.object > proto.message.Message > VideoObjectTrackingAnnotation