Class VideoObjectTrackingPredictionResult (1.26.1)

  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

MutableSequence[ google.cloud.aiplatform.v1.schema.predict.prediction_v1.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.