Face API - v1.0
This API is currently available in:
- Australia East - australiaeast.api.cognitive.microsoft.com
- Brazil South - brazilsouth.api.cognitive.microsoft.com
- Canada Central - canadacentral.api.cognitive.microsoft.com
- Central India - centralindia.api.cognitive.microsoft.com
- Central US - centralus.api.cognitive.microsoft.com
- East Asia - eastasia.api.cognitive.microsoft.com
- East US - eastus.api.cognitive.microsoft.com
- East US 2 - eastus2.api.cognitive.microsoft.com
- France Central - francecentral.api.cognitive.microsoft.com
- Japan East - japaneast.api.cognitive.microsoft.com
- Japan West - japanwest.api.cognitive.microsoft.com
- Korea Central - koreacentral.api.cognitive.microsoft.com
- North Central US - northcentralus.api.cognitive.microsoft.com
- North Europe - northeurope.api.cognitive.microsoft.com
- South Africa North - southafricanorth.api.cognitive.microsoft.com
- South Central US - southcentralus.api.cognitive.microsoft.com
- Southeast Asia - southeastasia.api.cognitive.microsoft.com
- UK South - uksouth.api.cognitive.microsoft.com
- West Central US - westcentralus.api.cognitive.microsoft.com
- West Europe - westeurope.api.cognitive.microsoft.com
- West US - westus.api.cognitive.microsoft.com
- West US 2 - westus2.api.cognitive.microsoft.com
- UAE North - uaenorth.api.cognitive.microsoft.com
LargePersonGroup - Create
Create a new large person group with user-specified largePersonGroupId, name, an optional userData and recognitionModel.
A large person group is a container holding the uploaded person data, including the face recognition features. It can hold up to 1,000,000 entities.
After creation, use
LargePersonGroup Person - Create to add person into the group, and call
LargePersonGroup - Train to get this group ready for
Face - Identify.
No image will be stored. Only the person's extracted face feature(s) and userData will be stored on server until
LargePersonGroup Person - Delete or
LargePersonGroup - Delete is called.
'recognitionModel' should be specified to associate with this large person group. The default value for 'recognitionModel' is 'recognition_01', if the latest model needed, please explicitly specify the model you need in this parameter. New faces that are added to an existing large person group will use the recognition model that's already associated with the collection. Existing face feature(s) in a large person group can't be updated to features extracted by another version of recognition model.
- 'recognition_01': The default recognition model for LargePersonGroup - Create. All those large person groups created before 2019 March are bonded with this recognition model.
- 'recognition_02': Recognition model released in 2019 March.
- 'recognition_03': Recognition model released in 2020 May.
- 'recognition_04': Recognition model released in 2021 February. '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'.
- Free-tier subscription quota: 1,000 large person groups.
- S0-tier subscription quota: 1,000,000 large person groups.
Http Method
PUTSelect the testing console in the region where you created your resource:
West US West US 2 East US East US 2 West Central US South Central US West Europe North Europe Southeast Asia East Asia Australia East Brazil South Canada Central Central India UK South Japan East Central US France Central Korea Central Japan West North Central US South Africa North UAE North Norway East West US 3 Jio India WestRequest URL
Request parameters
User-provided largePersonGroupId as a string. The valid characters include numbers, English letters in lower case, '-' and '_'. The maximum length of the largePersonGroupId is 64.
Request headers
Request body
JSON fields in request body:
Fields | Type | Description |
---|---|---|
name | String | Name of the created large person group, maximum length is 128. |
userData (optional) | String | Optional user defined data for the large person group. Length should not exceed 16KB. |
recognitionModel (optional) | String | The 'recognitionModel' associated with this large person group. 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". |
{
"name": "large-person-group-name",
"userData": "User-provided data attached to the large person group.",
"recognitionModel": "recognition_03"
}
Response 200
A successful call returns an empty response body.
Response 400
Error code and message returned in JSON:
Error Code | Error Message Description |
---|---|
BadArgument | Large person group ID is invalid. |
BadArgument | 'name' is empty. |
BadArgument | 'name' is too long. |
BadArgument | 'userData' is too long. |
BadArgument | JSON parsing error. |
BadArgument | 'recognitionModel' is invalid. |
{
"error": {
"code": "BadArgument",
"message": "'name' is too long."
}
}
Response 401
Error code and message returned in JSON:
Error Code | Error Message Description |
---|---|
Unspecified | Access denied due to invalid subscription key. Make sure you are subscribed to an API you are trying to call and provide the right key. |
{
"error": {
"code": "Unspecified",
"message": "Access denied due to invalid subscription key. Make sure you are subscribed to an API you are trying to call and provide the right key."
}
}
Response 403
Large person group number reached maximum limit.
{
"error": {
"code": "QuotaExceeded",
"message": "Large person group number reached subscription level limit."
}
}
Response 409
Error code and message returned in JSON:
Error Code | Error Message Description |
---|---|
LargePersonGroupExists | Large person group already exists. |
{
"error": {
"code": "LargePersonGroupExists",
"message": "Large person group already exists."
}
}
Response 415
Unsupported media type error. Only "application/json" is valid for this API.
{
"error": {
"code": "BadArgument",
"message": "Invalid Media Type."
}
}
Response 429
{
"error": {
"statusCode": 429,
"message": "Rate limit is exceeded. Try again in 26 seconds."
}
}
Code samples
@ECHO OFF
curl -v -X PUT "https://centralindia.api.cognitive.microsoft.com/face/v1.0/largepersongroups/{largePersonGroupId}"
-H "Content-Type: application/json"
-H "Ocp-Apim-Subscription-Key: {subscription key}"
--data-ascii "{body}"
using System;
using System.Net.Http.Headers;
using System.Text;
using System.Net.Http;
using System.Web;
namespace CSHttpClientSample
{
static class Program
{
static void Main()
{
MakeRequest();
Console.WriteLine("Hit ENTER to exit...");
Console.ReadLine();
}
static async void MakeRequest()
{
var client = new HttpClient();
var queryString = HttpUtility.ParseQueryString(string.Empty);
// Request headers
client.DefaultRequestHeaders.Add("Ocp-Apim-Subscription-Key", "{subscription key}");
var uri = "https://centralindia.api.cognitive.microsoft.com/face/v1.0/largepersongroups/{largePersonGroupId}?" + queryString;
HttpResponseMessage response;
// Request body
byte[] byteData = Encoding.UTF8.GetBytes("{body}");
using (var content = new ByteArrayContent(byteData))
{
content.Headers.ContentType = new MediaTypeHeaderValue("< your content type, i.e. application/json >");
response = await client.PutAsync(uri, content);
}
}
}
}
// // This sample uses the Apache HTTP client from HTTP Components (http://hc.apache.org/httpcomponents-client-ga/)
import java.net.URI;
import org.apache.http.HttpEntity;
import org.apache.http.HttpResponse;
import org.apache.http.client.HttpClient;
import org.apache.http.client.methods.HttpGet;
import org.apache.http.client.utils.URIBuilder;
import org.apache.http.impl.client.HttpClients;
import org.apache.http.util.EntityUtils;
public class JavaSample
{
public static void main(String[] args)
{
HttpClient httpclient = HttpClients.createDefault();
try
{
URIBuilder builder = new URIBuilder("https://centralindia.api.cognitive.microsoft.com/face/v1.0/largepersongroups/{largePersonGroupId}");
URI uri = builder.build();
HttpPut request = new HttpPut(uri);
request.setHeader("Content-Type", "application/json");
request.setHeader("Ocp-Apim-Subscription-Key", "{subscription key}");
// Request body
StringEntity reqEntity = new StringEntity("{body}");
request.setEntity(reqEntity);
HttpResponse response = httpclient.execute(request);
HttpEntity entity = response.getEntity();
if (entity != null)
{
System.out.println(EntityUtils.toString(entity));
}
}
catch (Exception e)
{
System.out.println(e.getMessage());
}
}
}
<!DOCTYPE html>
<html>
<head>
<title>JSSample</title>
<script src="http://ajax.googleapis.com/ajax/libs/jquery/1.9.0/jquery.min.js"></script>
</head>
<body>
<script type="text/javascript">
$(function() {
var params = {
// Request parameters
};
$.ajax({
url: "https://centralindia.api.cognitive.microsoft.com/face/v1.0/largepersongroups/{largePersonGroupId}?" + $.param(params),
beforeSend: function(xhrObj){
// Request headers
xhrObj.setRequestHeader("Content-Type","application/json");
xhrObj.setRequestHeader("Ocp-Apim-Subscription-Key","{subscription key}");
},
type: "PUT",
// Request body
data: "{body}",
})
.done(function(data) {
alert("success");
})
.fail(function() {
alert("error");
});
});
</script>
</body>
</html>
#import <Foundation/Foundation.h>
int main(int argc, const char * argv[])
{
NSAutoreleasePool * pool = [[NSAutoreleasePool alloc] init];
NSString* path = @"https://centralindia.api.cognitive.microsoft.com/face/v1.0/largepersongroups/{largePersonGroupId}";
NSArray* array = @[
// Request parameters
@"entities=true",
];
NSString* string = [array componentsJoinedByString:@"&"];
path = [path stringByAppendingFormat:@"?%@", string];
NSLog(@"%@", path);
NSMutableURLRequest* _request = [NSMutableURLRequest requestWithURL:[NSURL URLWithString:path]];
[_request setHTTPMethod:@"PUT"];
// Request headers
[_request setValue:@"application/json" forHTTPHeaderField:@"Content-Type"];
[_request setValue:@"{subscription key}" forHTTPHeaderField:@"Ocp-Apim-Subscription-Key"];
// Request body
[_request setHTTPBody:[@"{body}" dataUsingEncoding:NSUTF8StringEncoding]];
NSURLResponse *response = nil;
NSError *error = nil;
NSData* _connectionData = [NSURLConnection sendSynchronousRequest:_request returningResponse:&response error:&error];
if (nil != error)
{
NSLog(@"Error: %@", error);
}
else
{
NSError* error = nil;
NSMutableDictionary* json = nil;
NSString* dataString = [[NSString alloc] initWithData:_connectionData encoding:NSUTF8StringEncoding];
NSLog(@"%@", dataString);
if (nil != _connectionData)
{
json = [NSJSONSerialization JSONObjectWithData:_connectionData options:NSJSONReadingMutableContainers error:&error];
}
if (error || !json)
{
NSLog(@"Could not parse loaded json with error:%@", error);
}
NSLog(@"%@", json);
_connectionData = nil;
}
[pool drain];
return 0;
}
<?php
// This sample uses the Apache HTTP client from HTTP Components (http://hc.apache.org/httpcomponents-client-ga/)
require_once 'HTTP/Request2.php';
$request = new Http_Request2('https://centralindia.api.cognitive.microsoft.com/face/v1.0/largepersongroups/{largePersonGroupId}');
$url = $request->getUrl();
$headers = array(
// Request headers
'Content-Type' => 'application/json',
'Ocp-Apim-Subscription-Key' => '{subscription key}',
);
$request->setHeader($headers);
$parameters = array(
// Request parameters
);
$url->setQueryVariables($parameters);
$request->setMethod(HTTP_Request2::METHOD_PUT);
// Request body
$request->setBody("{body}");
try
{
$response = $request->send();
echo $response->getBody();
}
catch (HttpException $ex)
{
echo $ex;
}
?>
########### Python 2.7 #############
import httplib, urllib, base64
headers = {
# Request headers
'Content-Type': 'application/json',
'Ocp-Apim-Subscription-Key': '{subscription key}',
}
params = urllib.urlencode({
})
try:
conn = httplib.HTTPSConnection('centralindia.api.cognitive.microsoft.com')
conn.request("PUT", "/face/v1.0/largepersongroups/{largePersonGroupId}?%s" % params, "{body}", headers)
response = conn.getresponse()
data = response.read()
print(data)
conn.close()
except Exception as e:
print("[Errno {0}] {1}".format(e.errno, e.strerror))
####################################
########### Python 3.2 #############
import http.client, urllib.request, urllib.parse, urllib.error, base64
headers = {
# Request headers
'Content-Type': 'application/json',
'Ocp-Apim-Subscription-Key': '{subscription key}',
}
params = urllib.parse.urlencode({
})
try:
conn = http.client.HTTPSConnection('centralindia.api.cognitive.microsoft.com')
conn.request("PUT", "/face/v1.0/largepersongroups/{largePersonGroupId}?%s" % params, "{body}", headers)
response = conn.getresponse()
data = response.read()
print(data)
conn.close()
except Exception as e:
print("[Errno {0}] {1}".format(e.errno, e.strerror))
####################################
require 'net/http'
uri = URI('https://centralindia.api.cognitive.microsoft.com/face/v1.0/largepersongroups/{largePersonGroupId}')
uri.query = URI.encode_www_form({
})
request = Net::HTTP::Put.new(uri.request_uri)
# Request headers
request['Content-Type'] = 'application/json'
# Request headers
request['Ocp-Apim-Subscription-Key'] = '{subscription key}'
# Request body
request.body = "{body}"
response = Net::HTTP.start(uri.host, uri.port, :use_ssl => uri.scheme == 'https') do |http|
http.request(request)
end
puts response.body