Google Cloud Datalabeling V1beta1Annotation Spec Response
Container of information related to one possible annotation that can be used in a labeling task. For example, an image classification task where images are labeled as dog
or cat
must reference an AnnotationSpec for dog
and an AnnotationSpec for cat
.
Properties
Optional. User-provided description of the annotation specification. The description can be up to 10,000 characters long.
The display name of the AnnotationSpec. Maximum of 64 characters.
This is the integer index of the AnnotationSpec. The index for the whole AnnotationSpecSet is sequential starting from 0. For example, an AnnotationSpecSet with classes dog
and cat
, might contain one AnnotationSpec with { display_name: "dog", index: 0 }
and one AnnotationSpec with { display_name: "cat", index: 1 }
. This is especially useful for model training as it encodes the string labels into numeric values.