Creating a Dataset Label¶

Function¶

This API is used to create a dataset label.

Debugging¶

You can debug this API through automatic authentication in or use the SDK sample code generated by API Explorer.

URI¶

POST /v2/{project_id}/datasets/{dataset_id}/data-annotations/labels

**Table 1** Path Parameters¶
Parameter	Mandatory	Type	Description
dataset_id	Yes	String	Dataset ID.
project_id	Yes	String	Project ID. For details about how to obtain a project ID, see Obtaining a Project ID and Name.

Request Parameters¶

**Table 2** Request body parameters¶
Parameter	Mandatory	Type	Description
labels	No	Array of Label objects	List of labels to be created.

**Table 3** Label¶
Parameter	Mandatory	Type	Description
attributes	No	Array of LabelAttribute objects	Multi-dimensional attribute of a label. For example, if the label is music, attributes such as style and artist may be included.
name	No	String	Label name.
property	No	LabelProperty object	Basic attribute key-value pair of a label, such as color and shortcut keys.
type	No	Integer	Label type. Options: 0: image classification 1: object detection 3: image segmentation 100: text classification 101: named entity recognition 102: text triplet relationship 103: text triplet entity 200: sound classification 201: speech content 202: speech paragraph labeling 600: video labeling

**Table 4** LabelAttribute¶
Parameter	Mandatory	Type	Description
default_value	No	String	Default value of a label attribute.
id	No	String	Label attribute ID. You can query the tag by invoking the tag list.
name	No	String	Label attribute name. The value contains a maximum of 64 characters and cannot contain the character. <>=&"'.
type	No	String	Label attribute type. Options: text: text select: single-choice drop-down list
values	No	Array of LabelAttributeValue objects	List of label attribute values.

**Table 5** LabelAttributeValue¶
Parameter	Mandatory	Type	Description
id	No	String	Label attribute value ID.
value	No	String	Label attribute value.

**Table 6** LabelProperty¶
Parameter	Mandatory	Type	Description
@modelarts:color	No	String	Default attribute: Label color, which is a hexadecimal code of the color. By default, this parameter is left blank. Example: #FFFFF0.
@modelarts:default_shape	No	String	Default attribute: Default shape of an object detection label (dedicated attribute). By default, this parameter is left blank. Options: bndbox: rectangle polygon: polygon circle: circle line: straight line dashed: dotted line point: point polyline: polyline
@modelarts:from_type	No	String	Default attribute: Type of the head entity in the triplet relationship label. This attribute must be specified when a relationship label is created. This parameter is used only for the text triplet dataset.
@modelarts:rename_to	No	String	Default attribute: The new name of the label.
@modelarts:shortcut	No	String	Default attribute: Label shortcut key. By default, this parameter is left blank. For example: D.
@modelarts:to_type	No	String	Default attribute: Type of the tail entity in the triplet relationship label. This attribute must be specified when a relationship label is created. This parameter is used only for the text triplet dataset.

Response Parameters¶

Status code: 200

**Table 7** Response body parameters¶
Parameter	Type	Description
error_code	String	Error code.
error_msg	String	Error message.
results	Array of BatchResponse objects	Response body for creating a label.
success	Boolean	Check whether the operation is successful. Options: true: The operation is successful. false: The operation is failed.

**Table 8** BatchResponse¶
Parameter	Type	Description
error_code	String	Error code.
error_msg	String	Error message.
success	Boolean	Check whether the operation is successful. Options: true: The operation is successful. false: The operation is failed.

Example Requests¶

The following is an example of how to create a dataset label whose name is Cat and shape is bndbox for object detection by default.

{
  "labels" : [ {
    "name" : "Cat",
    "property" : {
      "@modelarts:color" : "#3399ff",
      "@modelarts:default_shape" : "bndbox"
    }
  } ]
}

Example Responses¶

Status code: 200

{
  "success" : true
}

Status Codes¶

Status Code	Description
200	OK
401	Unauthorized
403	Forbidden
404	Not Found

Error Codes¶

See Error Codes.

last updated: 2024-12-11 13:55 UTC - commit: afb4a7dfa15e256dc933e946d9e874db041cb35c