ImageObjectDetectionPredictionResult(
mapping=None, *, ignore_unknown_fields=False, **kwargs
)Prediction output format for Image Object Detection.
Attributes |
|
|---|---|
| Name | Description |
ids |
MutableSequence[int]
The resource IDs of the AnnotationSpecs that had been identified, ordered by the confidence score descendingly. It is the id segment instead of full resource name. |
display_names |
MutableSequence[str]
The display names of the AnnotationSpecs that had been identified, order matches the IDs. |
confidences |
MutableSequence[float]
The Model's confidences in correctness of the predicted IDs, higher value means higher confidence. Order matches the Ids. |
bboxes |
MutableSequence[google.protobuf.struct_pb2.ListValue]
Bounding boxes, i.e. the rectangles over the image, that pinpoint the found AnnotationSpecs. Given in order that matches the IDs. Each bounding box is an array of 4 numbers xMin, xMax, yMin, and yMax, which represent
the extremal coordinates of the box. They are relative to
the image size, and the point 0,0 is in the top left of the
image.
|