Face List Operations - Create Large Face List
Create an empty Large Face List with user-specified largeFaceListId, name, an optional userData and recognitionModel.
Large Face List is a list of faces, up to 1,000,000 faces, and used by "Find Similar From Large Face List".
After creation, user should use Add Large Face List Face to import the faces and Train Large Face List to make it ready for "Find Similar". No image will be stored. Only the extracted face feature(s) will be stored on server until Delete Large Face List is called.
"Find Similar" is used for scenario like finding celebrity-like faces, similar face filtering, or as a light way face identification. But if the actual use is to identify person, please use Person Group / Large Person Group and "Identify".
Note
-
- Free-tier subscription quota: 64 Large Face Lists.
- S0-tier subscription quota: 1,000,000 Large Face Lists.
PUT {endpoint}/face/{apiVersion}/largefacelists/{largeFaceListId}
URI Parameters
Name | In | Required | Type | Description |
---|---|---|---|---|
api
|
path | True |
string |
API Version |
endpoint
|
path | True |
string uri |
Supported Cognitive Services endpoints (protocol and hostname, for example: https://{resource-name}.cognitiveservices.azure.com). |
large
|
path | True |
string |
Valid character is letter in lower case or digit or '-' or '_', maximum length is 64. Regex pattern: |
Request Body
Name | Required | Type | Description |
---|---|---|---|
name | True |
string |
User defined name, maximum length is 128. |
recognitionModel |
The 'recognitionModel' associated with this face list. Supported 'recognitionModel' values include 'recognition_01', 'recognition_02, 'recognition_03', and 'recognition_04'. The default value is 'recognition_01'. 'recognition_04' is recommended since its accuracy is improved on faces wearing masks compared with 'recognition_03', and its overall accuracy is improved compared with 'recognition_01' and 'recognition_02'. |
||
userData |
string |
Optional user defined data. Length should not exceed 16K. |
Responses
Name | Type | Description |
---|---|---|
200 OK |
The request has succeeded. |
|
Other Status Codes |
An unexpected error response. Headers x-ms-error-code: string |
Security
Ocp-Apim-Subscription-Key
The secret key for your Azure AI Face subscription.
Type:
apiKey
In:
header
AADToken
The Azure Active Directory OAuth2 Flow
Type:
oauth2
Flow:
accessCode
Authorization URL:
https://api.example.com/oauth2/authorize
Token URL:
https://api.example.com/oauth2/token
Scopes
Name | Description |
---|---|
https://cognitiveservices.azure.com/.default |
Examples
Create LargeFaceList
Sample request
PUT {endpoint}/face/v1.1-preview.1/largefacelists/your_large_face_list_id
{
"name": "your_large_face_list_name",
"userData": "your_user_data",
"recognitionModel": "recognition_01"
}
Sample response
Definitions
Name | Description |
---|---|
Create |
Model for creating face collection. |
Face |
The error object. For comprehensive details on error codes and messages returned by the Face Service, please refer to the following link: https://aka.ms/face-error-codes-and-messages. |
Face |
A response containing error details. |
Recognition |
The recognition model for the face. |
CreateCollectionRequest
Model for creating face collection.
Name | Type | Default value | Description |
---|---|---|---|
name |
string |
User defined name, maximum length is 128. |
|
recognitionModel | recognition_01 |
The 'recognitionModel' associated with this face list. Supported 'recognitionModel' values include 'recognition_01', 'recognition_02, 'recognition_03', and 'recognition_04'. The default value is 'recognition_01'. 'recognition_04' is recommended since its accuracy is improved on faces wearing masks compared with 'recognition_03', and its overall accuracy is improved compared with 'recognition_01' and 'recognition_02'. |
|
userData |
string |
Optional user defined data. Length should not exceed 16K. |
FaceError
The error object. For comprehensive details on error codes and messages returned by the Face Service, please refer to the following link: https://aka.ms/face-error-codes-and-messages.
Name | Type | Description |
---|---|---|
code |
string |
One of a server-defined set of error codes. |
message |
string |
A human-readable representation of the error. |
FaceErrorResponse
A response containing error details.
Name | Type | Description |
---|---|---|
error |
The error object. |
RecognitionModel
The recognition model for the face.
Name | Type | Description |
---|---|---|
recognition_01 |
string |
The default recognition model for "Detect". All those faceIds created before 2019 March are bonded with this recognition model. |
recognition_02 |
string |
Recognition model released in 2019 March. |
recognition_03 |
string |
Recognition model released in 2020 May. |
recognition_04 |
string |
Recognition model released in 2021 February. It's recommended to use this recognition model for better recognition accuracy. |