Class VideoObjectTrackingPredictionResult (1.21.0)

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

Prediction output format for Video Object Tracking.

Attributes

Name	Description
`id`	`str` The resource ID of the AnnotationSpec that had been identified.
`display_name`	`str` The display name of the AnnotationSpec that had been identified.
`time_segment_start`	`google.protobuf.duration_pb2.Duration` The beginning, inclusive, of the video's time segment in which the object instance has been detected. Expressed as a number of seconds as measured from the start of the video, with fractions up to a microsecond precision, and with "s" appended at the end.
`time_segment_end`	`google.protobuf.duration_pb2.Duration` The end, inclusive, of the video's time segment in which the object instance has been detected. Expressed as a number of seconds as measured from the start of the video, with fractions up to a microsecond precision, and with "s" appended at the end.
`confidence`	`google.protobuf.wrappers_pb2.FloatValue` The Model's confidence in correction of this prediction, higher value means higher confidence.
`frames`	`Sequence[ google.cloud.aiplatform.v1beta1.schema.predict.prediction_v1beta1.types.VideoObjectTrackingPredictionResult.Frame ]` All of the frames of the video in which a single object instance has been detected. The bounding boxes in the frames identify the same object.

Inheritance

builtins.object > proto.message.Message > VideoObjectTrackingPredictionResult

Classes

Frame

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

The fields xMin , xMax , yMin , and yMax refer to a bounding box, i.e. the rectangle over the video frame pinpointing the found AnnotationSpec. The coordinates are relative to the frame size, and the point 0,0 is in the top left of the frame.

Methods

VideoObjectTrackingPredictionResult

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

Prediction output format for Video Object Tracking.