Infrared face liveness detection

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The infrared face liveness detection feature determines whether a face in an infrared image is a live person captured up close by an authenticated device. This feature is widely used in real-time face capture scenarios using infrared equipment. This topic provides sample code in popular programming languages to help you use this feature.

Note
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  • If you have questions about API access or usage for the Alibaba Cloud Vision AI Platform, join our DingTalk group (ID: 23109592) to contact us.

Overview

For a detailed feature description and parameter specifications, see Infrared face liveness detection.

Install the SDK

For information about SDK dependencies for common programming languages, see SDK Overview.

Configure environment variables

Configure the ALIBABA_CLOUD_ACCESS_KEY_ID and ALIBABA_CLOUD_ACCESS_KEY_SECRET environment variables.

Important
  • An Alibaba Cloud account has full access to all API operations. We recommend that you use a RAM user for API calls or routine O&M. For more information, see Create a RAM user.

  • Do not save your AccessKey ID or AccessKey Secret in project code. Otherwise, the AccessKey pair may be leaked and the security of all resources in your account may be compromised.

  • Configure environment variables on Linux and macOS

    1. Open a terminal in IntelliJ IDEA.

    2. Run the following commands to configure the environment variables.

      Replace <access_key_id> with the AccessKey ID of your RAM user and <access_key_secret> with the AccessKey Secret of your RAM user. If you need to configure more permissions, see Control access permissions using a RAM policy.

      export ALIBABA_CLOUD_ACCESS_KEY_ID=<access_key_id>
      export ALIBABA_CLOUD_ACCESS_KEY_SECRET=<access_key_secret>
  • Configure environment variables on Windows

    Create a new environment variable file, add the environment variables ALIBABA_CLOUD_ACCESS_KEY_ID and ALIBABA_CLOUD_ACCESS_KEY_SECRET, and set them to the AccessKey ID and AccessKey Secret that you have prepared. Then, restart the Windows operating system. The following example uses Windows 10.

    1. Open File Explorer, right-click This PC, and then select Properties.

    2. In the left-side navigation pane, click Advanced system settings.

    3. On the Advanced tab of the System Properties dialog box, click Environment Variables.

    4. In the Environment Variables dialog box, click New.

    5. In the New System Variable dialog box, add the environment variables ALIBABA_CLOUD_ACCESS_KEY_ID and ALIBABA_CLOUD_ACCESS_KEY_SECRET, and set them to the AccessKey ID and AccessKey Secret that you have prepared.

    6. Restart the Windows operating system for the configurations to take effect.

Sample code

File from an OSS bucket

/*
Add the dependency.
The minimum required SDK version for facebody20191230 is 3.0.7.
You can find the latest SDK version in the Maven repository: https://mvnrepository.com/artifact/com.aliyun/facebody20191230
<!-- https://mvnrepository.com/artifact/com.aliyun/facebody20191230 -->
<dependency>
    <groupId>com.aliyun</groupId>
    <artifactId>facebody20191230</artifactId>
    <version>${aliyun.facebody.version}</version>
</dependency>
*/

import com.aliyun.facebody20191230.models.DetectInfraredLivingFaceRequest;
import com.aliyun.facebody20191230.models.DetectInfraredLivingFaceResponse;
import com.aliyun.tea.TeaException;
import com.aliyun.tea.TeaModel;

import java.util.Arrays;

public class DetectInfraredLivingFace {
    public static com.aliyun.facebody20191230.Client createClient(String accessKeyId, String accessKeySecret) throws Exception {
        /*
          Initialize the configuration object com.aliyun.teaopenapi.models.Config.
          This object stores configurations such as your AccessKey ID, AccessKey Secret, and endpoint.
         */
         com.aliyun.teaopenapi.models.Config config = new com.aliyun.teaopenapi.models.Config()
                .setAccessKeyId(accessKeyId)
                .setAccessKeySecret(accessKeySecret);
        // The service endpoint.
        config.endpoint = "facebody.cn-shanghai.aliyuncs.com";
        return new com.aliyun.facebody20191230.Client(config);
    }

    public static void main(String[] args_) throws Exception {
        // For information about how to create an AccessKey pair, see https://help.aliyun.com/document_detail/175144.html.
        // If you use a RAM user's AccessKey, you must grant the AliyunVIAPIFullAccess permission to the RAM user. For more information, see https://help.aliyun.com/document_detail/145025.html.
        // Before you run the sample code, make sure that you have configured the environment variables for your AccessKey ID and AccessKey Secret.
        String accessKeyId = System.getenv("ALIBABA_CLOUD_ACCESS_KEY_ID");
        String accessKeySecret = System.getenv("ALIBABA_CLOUD_ACCESS_KEY_SECRET"); 
        com.aliyun.facebody20191230.Client client = DetectInfraredLivingFace.createClient(accessKeyId, accessKeySecret);
        DetectInfraredLivingFaceRequest.DetectInfraredLivingFaceRequestTasks task1 = new DetectInfraredLivingFaceRequest.DetectInfraredLivingFaceRequestTasks()
                .setImageURL("https://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/facebody/DetectInfraredLivingFace/DetectInfraredLivingFace.jpeg");
        DetectInfraredLivingFaceRequest.DetectInfraredLivingFaceRequestTasks task2 = new DetectInfraredLivingFaceRequest.DetectInfraredLivingFaceRequestTasks()
                .setImageURL("https://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/facebody/DetectInfraredLivingFace/DetectInfraredLivingFace1.jpeg");
        com.aliyun.facebody20191230.models.DetectInfraredLivingFaceRequest detectInfraredLivingFaceRequest = new com.aliyun.facebody20191230.models.DetectInfraredLivingFaceRequest()
                .setTasks(Arrays.asList(task1, task2));
        com.aliyun.teautil.models.RuntimeOptions runtime = new com.aliyun.teautil.models.RuntimeOptions();
        try {
            // We recommend that you print the API response after you run the sample code.
            DetectInfraredLivingFaceResponse detectInfraredLivingFaceResponse = client.detectInfraredLivingFaceWithOptions(detectInfraredLivingFaceRequest, runtime);
            // Get the complete response.
            System.out.println(com.aliyun.teautil.Common.toJSONString(TeaModel.buildMap(detectInfraredLivingFaceResponse)));
        } catch (TeaException teaException) {
            // Get the complete error message.
            System.out.println(com.aliyun.teautil.Common.toJSONString(teaException));
            // Get a specific field.
            System.out.println(teaException.getCode());
        }
    }
}
# -*- coding: utf-8 -*-
# Install the dependency.
# The minimum required SDK version for facebody20191230 is 4.0.8.
# You can find the latest SDK version in the PyPI repository: https://pypi.org/project/alibabacloud-facebody20191230/
# pip install alibabacloud_facebody20191230

import os
from alibabacloud_facebody20191230.client import Client
from alibabacloud_facebody20191230.models import DetectInfraredLivingFaceRequestTasks, DetectInfraredLivingFaceRequest
from alibabacloud_tea_openapi.models import Config
from alibabacloud_tea_util.models import RuntimeOptions

config = Config(
  # For information about how to create an AccessKey pair, see https://help.aliyun.com/document_detail/175144.html.
  # If you use a RAM user's AccessKey, you must grant the AliyunVIAPIFullAccess permission to the RAM user. For more information, see https://help.aliyun.com/document_detail/145025.html.
  # Before you run the sample code, make sure that you have configured the environment variables for your AccessKey ID and AccessKey Secret.
  access_key_id=os.environ.get('ALIBABA_CLOUD_ACCESS_KEY_ID'),
  access_key_secret=os.environ.get('ALIBABA_CLOUD_ACCESS_KEY_SECRET'),
  # The service endpoint.
  endpoint='facebody.cn-shanghai.aliyuncs.com',
  # The region ID of the endpoint.
  region_id='cn-shanghai'
)
tasks_0 = DetectInfraredLivingFaceRequestTasks(
    image_url='https://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/facebody/DetectInfraredLivingFace/DetectInfraredLivingFace.jpeg'
)
tasks_1 = DetectInfraredLivingFaceRequestTasks(
    image_url='https://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/facebody/DetectInfraredLivingFace/DetectInfraredLivingFace1.jpeg'
)
detect_infrared_living_face_request = DetectInfraredLivingFaceRequest(
    tasks=[
        tasks_0,
        tasks_1
    ]
)
runtime = RuntimeOptions()
try:
  # Initialize the client.
  client = Client(config)
  response = client.detect_infrared_living_face_with_options(detect_infrared_living_face_request, runtime)
  # Get the complete response.
  print(response.body)
  # Tip: You can use response.body.__dict__ to view attribute names.
except Exception as error:
  # Get the complete error message.
  print(error)
  # Get a specific field.
  print(error.code)
<?php

// Install the dependency.
// The minimum required SDK version for facebody-20191230 is 3.0.8.
// You can find the latest SDK version in the Packagist repository: https://packagist.org/packages/alibabacloud/facebody-20191230 
// composer require alibabacloud/facebody-20191230  

use AlibabaCloud\SDK\Facebody\V20191230\Facebody;
use \Exception;
use AlibabaCloud\Tea\Utils\Utils;
use Darabonba\OpenApi\Models\Config;
use AlibabaCloud\SDK\Facebody\V20191230\Models\DetectInfraredLivingFaceRequest\tasks;
use AlibabaCloud\SDK\Facebody\V20191230\Models\DetectInfraredLivingFaceRequest;
use AlibabaCloud\Tea\Utils\Utils\RuntimeOptions;

class DetectInfraredLivingFace {

    /**
     * Initialize the client with an AccessKey pair.
     * @param string $accessKeyId
     * @param string $accessKeySecret
     * @return Facebody Client
     */
    public static function createClient($accessKeyId, $accessKeySecret){
        // Initialize the configuration object Darabonba\OpenApi\Models\Config.
        // This object stores configurations such as your AccessKey ID, AccessKey Secret, and endpoint.
        $config = new Config([
            "accessKeyId" => $accessKeyId,
            "accessKeySecret" => $accessKeySecret
        ]);
        // The service endpoint.
        $config->endpoint = "facebody.cn-shanghai.aliyuncs.com";
        return new Facebody($config);
    }

    /**
     * @param string[] $args
     * @return void
     */
    public static function main($args){
        // For information about how to create an AccessKey pair, see https://help.aliyun.com/document_detail/175144.html.
        // If you use a RAM user's AccessKey, you must grant the AliyunVIAPIFullAccess permission to the RAM user. For more information, see https://help.aliyun.com/document_detail/145025.html.
		// Before you run the sample code, make sure that you have configured the environment variables for your AccessKey ID and AccessKey Secret.
		$accessKeyId = getenv('ALIBABA_CLOUD_ACCESS_KEY_ID');
		$accessKeySecret = getenv('ALIBABA_CLOUD_ACCESS_KEY_SECRET'); 
        $client = self::createClient($accessKeyId, $accessKeySecret);
        $tasks0 = new tasks([
            "imageURL" => "https://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/facebody/DetectInfraredLivingFace/DetectInfraredLivingFace.jpeg"
        ]);
        $tasks1 = new tasks([
            "imageURL" => "https://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/facebody/DetectInfraredLivingFace/DetectInfraredLivingFace1.jpeg"
        ]);
        $detectInfraredLivingFaceRequest = new DetectInfraredLivingFaceRequest([
            "tasks" => [
                $tasks0,
                $tasks1
            ]
        ]);
        $runtime = new RuntimeOptions([]);
        try {
            $resp = $client->detectInfraredLivingFaceWithOptions($detectInfraredLivingFaceRequest, $runtime);
            # Get the complete response.
            echo Utils::toJSONString($resp->body);
        } catch (Exception $exception) {
            # Get the complete error message.
            echo Utils::toJSONString($exception);
            # Get a specific field.
            echo $exception->getCode();
        }
    }
}
$path = __DIR__ . \DIRECTORY_SEPARATOR . '..' . \DIRECTORY_SEPARATOR . 'vendor' . \DIRECTORY_SEPARATOR . 'autoload.php';
if (file_exists($path)) {
    require_once $path;
}
// The $argv parameter is a reserved array for input arguments and is not used in this example. You do not need to modify it.
DetectInfraredLivingFace::main(array_slice($argv, 1));
// Install the dependency.
// npm install @alicloud/facebody20191230
// The minimum required SDK version for facebody20191230 is 4.0.7.
// You can find the latest SDK version in the npm repository: https://npmjs.com/package/@alicloud/facebody20191230
const FacebodyClient = require('@alicloud/facebody20191230');
const OpenapiClient = require('@alicloud/openapi-client');
const TeaUtil = require('@alicloud/tea-util');

let config = new OpenapiClient.Config({
  // For information about how to create an AccessKey pair, see https://help.aliyun.com/document_detail/175144.html.
  // If you use a RAM user's AccessKey, you must grant the AliyunVIAPIFullAccess permission to the RAM user. For more information, see https://help.aliyun.com/document_detail/145025.html.
  // Before you run the sample code, make sure that you have configured the environment variables for your AccessKey ID and AccessKey Secret. 
  accessKeyId: process.env.ALIBABA_CLOUD_ACCESS_KEY_ID,   
  accessKeySecret: process.env.ALIBABA_CLOUD_ACCESS_KEY_SECRET
});
// The service endpoint.
config.endpoint = `facebody.cn-shanghai.aliyuncs.com`;
const client = new FacebodyClient.default(config);
let tasks0 = new FacebodyClient.DetectInfraredLivingFaceRequestTasks({
  imageURL: "https://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/facebody/DetectInfraredLivingFace/DetectInfraredLivingFace.jpeg",
});
let tasks1 = new FacebodyClient.DetectInfraredLivingFaceRequestTasks({
  imageURL: "https://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/facebody/DetectInfraredLivingFace/DetectInfraredLivingFace1.jpeg",
});
let detectInfraredLivingFaceRequest = new FacebodyClient.DetectInfraredLivingFaceRequest({
  tasks: [
    tasks0,
    tasks1
  ],
});
let runtime = new TeaUtil.RuntimeOptions({});
client.detectInfraredLivingFaceWithOptions(detectInfraredLivingFaceRequest, runtime)
  .then(function (detectInfraredLivingFaceResponse) {
    // Get the complete response.
    console.log(detectInfraredLivingFaceResponse);
    // Get a specific field.
    console.log(detectInfraredLivingFaceResponse.body.data);
  }, function (error) {
    // Get the complete error message.
    console.log(error);
    // Get a specific field.
    console.log(error.data.Code);
  })
/**
The minimum required SDK version for facebody-20191230 is 4.0.7.
You can find the latest version here: https://pkg.go.dev/github.com/alibabacloud-go/facebody-20191230/v4
This depends on github.com/alibabacloud-go/facebody-20191230.
We recommend that you use `go mod tidy` to install the dependency.
*/

package main

import (
	"fmt"
	openapi "github.com/alibabacloud-go/darabonba-openapi/v2/client"
	facebody20191230 "github.com/alibabacloud-go/facebody-20191230/v4/client"
	util "github.com/alibabacloud-go/tea-utils/v2/service"
	"github.com/alibabacloud-go/tea/tea"
	"os"
)

func main() {
  // For information about how to create an AccessKey pair, see https://help.aliyun.com/document_detail/175144.html.
  // If you use a RAM user's AccessKey, you must grant the AliyunVIAPIFullAccess permission to the RAM user. For more information, see https://help.aliyun.com/document_detail/145025.html.
  // Before you run the sample code, make sure that you have configured the environment variables for your AccessKey ID and AccessKey Secret.  
  accessKeyId := os.Getenv("ALIBABA_CLOUD_ACCESS_KEY_ID")  
  accessKeySecret := os.Getenv("ALIBABA_CLOUD_ACCESS_KEY_SECRET")
  // Initialize the configuration object &openapi.Config. This object stores configurations such as your AccessKey ID, AccessKey Secret, and endpoint.
  config := &openapi.Config{
    AccessKeyId: tea.String(accessKeyId),
    AccessKeySecret: tea.String(accessKeySecret)
	}
	// The service endpoint.
	config.Endpoint = tea.String("facebody.cn-shanghai.aliyuncs.com")
	client, err := facebody20191230.NewClient(config)
	if err != nil {
		panic(err)
	}
	task1 := &facebody20191230.DetectInfraredLivingFaceRequestTasks{
		ImageURL: tea.String("https://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/facebody/DetectInfraredLivingFace/DetectInfraredLivingFace.jpeg"),
	}
	task2 := &facebody20191230.DetectInfraredLivingFaceRequestTasks{
		ImageURL: tea.String("https://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/facebody/DetectInfraredLivingFace/DetectInfraredLivingFace1.jpeg"),
	}
	detectInfraredLivingFaceRequest := &facebody20191230.DetectInfraredLivingFaceRequest{
		Tasks: []*facebody20191230.DetectInfraredLivingFaceRequestTasks{task1, task2},
	}
	runtime := &util.RuntimeOptions{}
	detectInfraredLivingFaceResponse, err := client.DetectInfraredLivingFaceWithOptions(detectInfraredLivingFaceRequest, runtime)
	if err != nil {
		// Get the complete error message.
		fmt.Println(err.Error())
	} else {
		// Get the complete response.
		fmt.Println(detectInfraredLivingFaceResponse)
	}
}
// Install the dependency.
// dotnet add package AlibabaCloud.SDK.Facebody20191230
// The minimum required SDK version for facebody20191230 is 3.0.7.
// You can find the latest SDK version in the NuGet repository: https://nuget.org/packages/AlibabaCloud.SDK.Facebody20191230
using System;
using System.Collections;
using System.Collections.Generic;
using System.Drawing;
using System.IO;
using System.Net;
using System.Threading.Tasks;
using AlibabaCloud.SDK.Facebody20191230.Models;
using Tea;
using Tea.Utils;

namespace AlibabaCloud.SDK.Sample
{
    public class Sample
    {
        /**
            * Initializes the client with an AccessKey pair.
            * @param accessKeyId
            * @param accessKeySecret
            * @return Client
            * @throws Exception
        */
        public static AlibabaCloud.SDK.Facebody20191230.Client CreateClient(string accessKeyId, string accessKeySecret)
        {
            AlibabaCloud.OpenApiClient.Models.Config config = new AlibabaCloud.OpenApiClient.Models.Config
            {
                AccessKeyId = accessKeyId,
                AccessKeySecret = accessKeySecret,
            };
            // The service endpoint.
            config.Endpoint = "facebody.cn-shanghai.aliyuncs.com";
            return new AlibabaCloud.SDK.Facebody20191230.Client(config);
        }
        public static void Main(string[] args)
        {
            // For information about how to create an AccessKey pair, see https://help.aliyun.com/document_detail/175144.html.
            // If you use a RAM user's AccessKey, you must grant the AliyunVIAPIFullAccess permission to the RAM user. For more information, see https://help.aliyun.com/document_detail/145025.html.
            // Before you run the sample code, make sure that you have configured the environment variables for your AccessKey ID and AccessKey Secret.
            AlibabaCloud.SDK.Facebody20191230.Client client = CreateClient(System.Environment.GetEnvironmentVariable("ALIBABA_CLOUD_ACCESS_KEY_ID"), System.Environment.GetEnvironmentVariable("ALIBABA_CLOUD_ACCESS_KEY_SECRET"));
            AlibabaCloud.SDK.Facebody20191230.Models.DetectInfraredLivingFaceRequest.DetectInfraredLivingFaceRequestTasks tasks0 = new AlibabaCloud.SDK.Facebody20191230.Models.DetectInfraredLivingFaceRequest.DetectInfraredLivingFaceRequestTasks
            {
                ImageURL = "https://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/facebody/DetectInfraredLivingFace/DetectInfraredLivingFace.jpeg",
            };
            AlibabaCloud.SDK.Facebody20191230.Models.DetectInfraredLivingFaceRequest.DetectInfraredLivingFaceRequestTasks tasks1 = new AlibabaCloud.SDK.Facebody20191230.Models.DetectInfraredLivingFaceRequest.DetectInfraredLivingFaceRequestTasks
            {
                ImageURL = "https://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/facebody/DetectInfraredLivingFace/DetectInfraredLivingFace1.jpeg",
            };
            AlibabaCloud.SDK.Facebody20191230.Models.DetectInfraredLivingFaceRequest detectInfraredLivingFaceRequest = new AlibabaCloud.SDK.Facebody20191230.Models.DetectInfraredLivingFaceRequest
            {
                Tasks = new List<AlibabaCloud.SDK.Facebody20191230.Models.DetectInfraredLivingFaceRequest.DetectInfraredLivingFaceRequestTasks>
                {
                    tasks0,
                    tasks1
                },
            };
            AlibabaCloud.TeaUtil.Models.RuntimeOptions runtime = new AlibabaCloud.TeaUtil.Models.RuntimeOptions();
            try
            {
                AlibabaCloud.SDK.Facebody20191230.Models.DetectInfraredLivingFaceResponse detectInfraredLivingFaceResponse = client.DetectInfraredLivingFaceWithOptions(detectInfraredLivingFaceRequest, runtime);
                // Get the complete response.
                Console.WriteLine(AlibabaCloud.TeaUtil.Common.ToJSONString(detectInfraredLivingFaceResponse.Body));
                // Get a specific field.
                Console.WriteLine(AlibabaCloud.TeaUtil.Common.ToJSONString(detectInfraredLivingFaceResponse.Body.Data));
            }
            catch (TeaException error)
            {
                AlibabaCloud.TeaUtil.Common.AssertAsString(error.Message);
            }
            catch (Exception _error)
            {
                TeaException error = new TeaException(new Dictionary<string, object>
                {
                    { "message", _error.Message }
                });
                Console.WriteLine(error.Message);
            }
        }
    }
}

Local file or URL

/*
Add the dependency.
The minimum required SDK version for facebody20191230 is 3.0.7.
You can find the latest SDK version in the Maven repository: https://mvnrepository.com/artifact/com.aliyun/facebody20191230
<!-- https://mvnrepository.com/artifact/com.aliyun/facebody20191230 -->
<dependency>
    <groupId>com.aliyun</groupId>
    <artifactId>facebody20191230</artifactId>
    <version>${aliyun.facebody.version}</version>
</dependency>
*/

import com.aliyun.facebody20191230.models.DetectInfraredLivingFaceAdvanceRequest;
import com.aliyun.facebody20191230.models.DetectInfraredLivingFaceResponse;
import com.aliyun.tea.TeaException;
import com.aliyun.tea.TeaModel;

import java.io.InputStream;
import java.net.URL;
import java.util.Arrays;

public class DetectInfraredLivingFace {
    public static com.aliyun.facebody20191230.Client createClient(String accessKeyId, String accessKeySecret) throws Exception {
        /*
          Initialize the configuration object com.aliyun.teaopenapi.models.Config.
          This object stores configurations such as your AccessKey ID, AccessKey Secret, and endpoint.
         */
         com.aliyun.teaopenapi.models.Config config = new com.aliyun.teaopenapi.models.Config()
                .setAccessKeyId(accessKeyId)
                .setAccessKeySecret(accessKeySecret);
        // The service endpoint.
        config.endpoint = "facebody.cn-shanghai.aliyuncs.com";
        return new com.aliyun.facebody20191230.Client(config);
    }

    public static void main(String[] args_) throws Exception {
        // For information about how to create an AccessKey pair, see https://help.aliyun.com/document_detail/175144.html.
        // If you use a RAM user's AccessKey, you must grant the AliyunVIAPIFullAccess permission to the RAM user. For more information, see https://help.aliyun.com/document_detail/145025.html.
        // Before you run the sample code, make sure that you have configured the environment variables for your AccessKey ID and AccessKey Secret.
        String accessKeyId = System.getenv("ALIBABA_CLOUD_ACCESS_KEY_ID");
        String accessKeySecret = System.getenv("ALIBABA_CLOUD_ACCESS_KEY_SECRET"); 
        com.aliyun.facebody20191230.Client client = DetectInfraredLivingFace.createClient(accessKeyId, accessKeySecret);
        // Scenario 1: Use a local file.
        // InputStream inputStream1 = new FileInputStream(new File("/tmp/DetectInfraredLivingFace.jpeg"));
        // Scenario 2: Use an accessible URL.
        URL url1 = new URL("https://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/facebody/DetectInfraredLivingFace/DetectInfraredLivingFace.jpeg");
        InputStream inputStream1 = url1.openConnection().getInputStream();
        DetectInfraredLivingFaceAdvanceRequest.DetectInfraredLivingFaceAdvanceRequestTasks task1 = new DetectInfraredLivingFaceAdvanceRequest.DetectInfraredLivingFaceAdvanceRequestTasks()
                .setImageURLObject(inputStream1);
        com.aliyun.facebody20191230.models.DetectInfraredLivingFaceAdvanceRequest detectInfraredLivingFaceAdvanceRequest = new com.aliyun.facebody20191230.models.DetectInfraredLivingFaceAdvanceRequest()
                .setTasks(Arrays.asList(task1));
        com.aliyun.teautil.models.RuntimeOptions runtime = new com.aliyun.teautil.models.RuntimeOptions();
        try {
            DetectInfraredLivingFaceResponse detectInfraredLivingFaceAdvanceResponse = client.detectInfraredLivingFaceAdvance(detectInfraredLivingFaceAdvanceRequest, runtime);
            // Get the complete response.
            System.out.println(com.aliyun.teautil.Common.toJSONString(TeaModel.buildMap(detectInfraredLivingFaceAdvanceResponse)));
        } catch (TeaException teaException) {
            // Get the complete error message.
            System.out.println(com.aliyun.teautil.Common.toJSONString(teaException));
            // Get a specific field.
            System.out.println(teaException.getCode());
        }
    }
}
# -*- coding: utf-8 -*-
# Install the dependency.
# The minimum required SDK version for facebody20191230 is 4.0.8.
# You can find the latest SDK version in the PyPI repository: https://pypi.org/project/alibabacloud-facebody20191230/
# pip install alibabacloud_facebody20191230

import os
import io
from urllib.request import urlopen
from alibabacloud_facebody20191230.client import Client
from alibabacloud_facebody20191230.models import DetectInfraredLivingFaceAdvanceRequestTasks, DetectInfraredLivingFaceAdvanceRequest
from alibabacloud_tea_openapi.models import Config
from alibabacloud_tea_util.models import RuntimeOptions

config = Config(
  # For information about how to create an AccessKey pair, see https://help.aliyun.com/document_detail/175144.html.
  # If you use a RAM user's AccessKey, you must grant the AliyunVIAPIFullAccess permission to the RAM user. For more information, see https://help.aliyun.com/document_detail/145025.html.
  # Before you run the sample code, make sure that you have configured the environment variables for your AccessKey ID and AccessKey Secret.
  access_key_id=os.environ.get('ALIBABA_CLOUD_ACCESS_KEY_ID'),
  access_key_secret=os.environ.get('ALIBABA_CLOUD_ACCESS_KEY_SECRET'),
  # The service endpoint.
  endpoint='facebody.cn-shanghai.aliyuncs.com',
  # The region ID of the endpoint.
  region_id='cn-shanghai'
)
# Scenario 1: Use a local file.
imgTask0 = open(r'/tmp/DetectLivingFace4.jpg', 'rb')
# Scenario 2: Use an accessible URL.
url = 'https://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/facebody/DetectInfraredLivingFace/DetectInfraredLivingFace1.jpeg'
imgTask1 = io.BytesIO(urlopen(url).read())
tasks_0 = DetectInfraredLivingFaceAdvanceRequestTasks()
tasks_0.image_urlobject = imgTask0
tasks_1 = DetectInfraredLivingFaceAdvanceRequestTasks()
tasks_1.image_urlobject = imgTask1
detect_infrared_living_face_request = DetectInfraredLivingFaceAdvanceRequest(
    tasks=[
        tasks_0,
        tasks_1
    ]
)
runtime = RuntimeOptions()
try:
  # Initialize the client.
  client = Client(config)
  response = client.detect_infrared_living_face_advance(detect_infrared_living_face_request, runtime)
  # Get the complete response.
  print(response.body)
  # Tip: You can use response.body.__dict__ to view attribute names.
except Exception as error:
  # Get the complete error message.
  print(error)
  # Get a specific field.
  print(error.code)
<?php

// Install the dependency.
// The minimum required SDK version for facebody-20191230 is 3.0.8.
// You can find the latest SDK version in the Packagist repository: https://packagist.org/packages/alibabacloud/facebody-20191230  
// composer require alibabacloud/facebody-20191230  

use AlibabaCloud\SDK\Facebody\V20191230\Facebody;
use \Exception;
use AlibabaCloud\Tea\Utils\Utils;
use Darabonba\OpenApi\Models\Config;
use AlibabaCloud\SDK\Facebody\V20191230\Models\DetectInfraredLivingFaceAdvanceRequest\tasks;
use AlibabaCloud\SDK\Facebody\V20191230\Models\DetectInfraredLivingFaceAdvanceRequest;
use AlibabaCloud\Tea\Utils\Utils\RuntimeOptions;
use GuzzleHttp\Psr7\Stream;

class DetectInfraredLivingFaceAdvance {

    /**
     * Initialize the client with an AccessKey pair.
     * @param string $accessKeyId
     * @param string $accessKeySecret
     * @return Facebody Client
     */
    public static function createClient($accessKeyId, $accessKeySecret){
        // Initialize the configuration object Darabonba\OpenApi\Models\Config.
        // This object stores configurations such as your AccessKey ID, AccessKey Secret, and endpoint.
        $config = new Config([
            "accessKeyId" => $accessKeyId,
            "accessKeySecret" => $accessKeySecret
        ]);
        // The service endpoint.
        $config->endpoint = "facebody.cn-shanghai.aliyuncs.com";
        return new Facebody($config);
    }

    /**
     * @param string[] $args
     * @return void
     */
    public static function main($args){
        // For information about how to create an AccessKey pair, see https://help.aliyun.com/document_detail/175144.html.
        // If you use a RAM user's AccessKey, you must grant the AliyunVIAPIFullAccess permission to the RAM user. For more information, see https://help.aliyun.com/document_detail/145025.html.
		// Before you run the sample code, make sure that you have configured the environment variables for your AccessKey ID and AccessKey Secret.
		$accessKeyId = getenv('ALIBABA_CLOUD_ACCESS_KEY_ID');
		$accessKeySecret = getenv('ALIBABA_CLOUD_ACCESS_KEY_SECRET'); 
        $client = self::createClient($accessKeyId, $accessKeySecret);
        // Scenario 1: Use a local file.
        $file = fopen('/tmp/DetectInfraredLivingFace1.jpeg', 'rb');
        $stream = new Stream($file);
        // Scenario 2: Use an accessible URL.
        $file1 = fopen('https://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/facebody/DetectInfraredLivingFace/DetectInfraredLivingFace.jpeg', 'rb');
        $stream1 = new Stream($file1);
        $tasks0 = new tasks([
            "imageURLObject" => $stream
        ]);
        $tasks1 = new tasks([
            "imageURLObject" => $stream1
        ]);
        $detectInfraredLivingFaceAdvanceRequest = new DetectInfraredLivingFaceAdvanceRequest([
            "tasks" => [
                $tasks0,
                $tasks1
            ]
        ]);
        $runtime = new RuntimeOptions([]);
        try {
            $resp = $client->detectInfraredLivingFaceAdvance($detectInfraredLivingFaceAdvanceRequest, $runtime);
            # Get the complete response.
            echo Utils::toJSONString($resp->body);
        } catch (Exception $exception) {
            # Get the complete error message.
            echo Utils::toJSONString($exception);
            # Get a specific field.
            echo $exception->getCode();
        }
    }
}
$path = __DIR__ . \DIRECTORY_SEPARATOR . '..' . \DIRECTORY_SEPARATOR . 'vendor' . \DIRECTORY_SEPARATOR . 'autoload.php';
if (file_exists($path)) {
    require_once $path;
}
// The $argv parameter is a reserved array for input arguments and is not used in this example. You do not need to modify it.
DetectInfraredLivingFaceAdvance::main(array_slice($argv, 1));
// Install the dependency.
// npm install @alicloud/facebody20191230
// The minimum required SDK version for facebody20191230 is 4.0.7.
// You can find the latest SDK version in the npm repository: https://npmjs.com/package/@alicloud/facebody20191230
const FacebodyClient = require('@alicloud/facebody20191230');
const OpenapiClient = require('@alicloud/openapi-client');
const TeaUtil = require('@alicloud/tea-util');
const fs = require('fs');
const http = require('http');
const https = require('https');

let config = new OpenapiClient.Config({
  // For information about how to create an AccessKey pair, see https://help.aliyun.com/document_detail/175144.html.
  // If you use a RAM user's AccessKey, you must grant the AliyunVIAPIFullAccess permission to the RAM user. For more information, see https://help.aliyun.com/document_detail/145025.html.
  // Before you run the sample code, make sure that you have configured the environment variables for your AccessKey ID and AccessKey Secret. 
  accessKeyId: process.env.ALIBABA_CLOUD_ACCESS_KEY_ID,   
  accessKeySecret: process.env.ALIBABA_CLOUD_ACCESS_KEY_SECRET
});
// The service endpoint.
config.endpoint = `facebody.cn-shanghai.aliyuncs.com`;
const client = new FacebodyClient.default(config);
const getResponse = function (httpClient, url) {
  return new Promise((resolve, reject) => {
    httpClient.get(url, function (response) {
      resolve(response);
    })
  })
}
const request = async function () {
  try {
    let tasks0 = new FacebodyClient.DetectInfraredLivingFaceAdvanceRequestTasks();
    let tasks1 = new FacebodyClient.DetectInfraredLivingFaceAdvanceRequestTasks();
    // Scenario 1: Use a local file.
    const fileStream0 = fs.createReadStream('/tmp/DetectInfraredLivingFace1.jpeg');
    tasks0.imageURLObject = fileStream0;
    
    // Scenario 2: Use an accessible URL.
    const url = new URL("https://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/facebody/DetectInfraredLivingFace/DetectInfraredLivingFace.jpeg");
    const httpClient = (url.protocol == "https:") ? https : http;
    tasks1.imageURLObject = await getResponse(httpClient, url);
    
    let detectInfraredLivingFaceAdvanceRequest = new FacebodyClient.DetectInfraredLivingFaceAdvanceRequest({
      tasks: [
        tasks0,
        tasks1
      ],
    });
    let runtime = new TeaUtil.RuntimeOptions({});
    client.detectInfraredLivingFaceAdvance(detectInfraredLivingFaceAdvanceRequest, runtime)
      .then(function(detectInfraredLivingFaceResponse) {
        // Get the complete response.
        console.log(detectInfraredLivingFaceResponse);
        // Get a specific field.
        console.log(detectInfraredLivingFaceResponse.body.data);
      }, function(error) {
        // Get the complete error message.
        console.log(error);
        // Get a specific field.
        console.log(error.data.Code);
      })
  } catch (error) {
    console.log(error);
  }
}();
/**
The minimum required SDK version for facebody-20191230 is 4.0.7.
You can find the latest version here: https://pkg.go.dev/github.com/alibabacloud-go/facebody-20191230/v4
This depends on github.com/alibabacloud-go/facebody-20191230.
We recommend that you use `go mod tidy` to install the dependency.
*/

package main

import (
	"fmt"
	openapi "github.com/alibabacloud-go/darabonba-openapi/v2/client"
	facebody20191230 "github.com/alibabacloud-go/facebody-20191230/v4/client"
	util "github.com/alibabacloud-go/tea-utils/v2/service"
	"github.com/alibabacloud-go/tea/tea"
	"net/http"
	"os"
)

func main() {
  // For information about how to create an AccessKey pair, see https://help.aliyun.com/document_detail/175144.html.
  // If you use a RAM user's AccessKey, you must grant the AliyunVIAPIFullAccess permission to the RAM user. For more information, see https://help.aliyun.com/document_detail/145025.html.
  // Before you run the sample code, make sure that you have configured the environment variables for your AccessKey ID and AccessKey Secret.  
  accessKeyId := os.Getenv("ALIBABA_CLOUD_ACCESS_KEY_ID")  
  accessKeySecret := os.Getenv("ALIBABA_CLOUD_ACCESS_KEY_SECRET")
  // Initialize the configuration object &openapi.Config. This object stores configurations such as your AccessKey ID, AccessKey Secret, and endpoint.
  config := &openapi.Config{
    AccessKeyId: tea.String(accessKeyId),
    AccessKeySecret: tea.String(accessKeySecret)
	}
	// The service endpoint.
	config.Endpoint = tea.String("facebody.cn-shanghai.aliyuncs.com")
	client, err := facebody20191230.NewClient(config)
	if err != nil {
		panic(err)
	}
	// Scenario 1: Use a local file.
	//file1, err:=os.Open("/tmp/DetectInfraredLivingFace.jpeg")
	//if err != nil {
	//	fmt.Println("can not open file",err)
	//	panic(err)
	//}
	//task1 := &facebody20191230.DetectInfraredLivingFaceAdvanceRequestTasks{
	//	ImageURLObject: file1,
	//}
	// Scenario 2: Use an accessible URL.
	httpClient := http.Client{}
	file1, _ := httpClient.Get("https://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/facebody/DetectInfraredLivingFace/DetectInfraredLivingFace.jpeg")
	task1 := &facebody20191230.DetectInfraredLivingFaceAdvanceRequestTasks{
		ImageURLObject: file1.Body,
	}
	detectInfraredLivingFaceAdvanceRequest := &facebody20191230.DetectInfraredLivingFaceAdvanceRequest{
		Tasks: []*facebody20191230.DetectInfraredLivingFaceAdvanceRequestTasks{task1},
	}
	runtime := &util.RuntimeOptions{}
	detectInfraredLivingFaceAdvanceResponse, err := client.DetectInfraredLivingFaceAdvance(detectInfraredLivingFaceAdvanceRequest, runtime)
	if err != nil {
		// Get the complete error message.
		fmt.Println(err.Error())
	} else {
		// Get the complete response.
		fmt.Println(detectInfraredLivingFaceAdvanceResponse)
	}
}
// Install the dependency.
// dotnet add package AlibabaCloud.SDK.Facebody20191230
// The minimum required SDK version for facebody20191230 is 3.0.7.
// You can find the latest SDK version in the NuGet repository: https://nuget.org/packages/AlibabaCloud.SDK.Facebody20191230
using System;
using System.Collections;
using System.Collections.Generic;
using System.Drawing;
using System.IO;
using System.Net;
using System.Threading.Tasks;
using AlibabaCloud.SDK.Facebody20191230.Models;
using Tea;
using Tea.Utils;

namespace AlibabaCloud.SDK.Sample
{
    public class Sample
    {
        /**
            * Initializes the client with an AccessKey pair.
            * @param accessKeyId
            * @param accessKeySecret
            * @return Client
            * @throws Exception
        */
        public static AlibabaCloud.SDK.Facebody20191230.Client CreateClient(string accessKeyId, string accessKeySecret)
        {
            AlibabaCloud.OpenApiClient.Models.Config config = new AlibabaCloud.OpenApiClient.Models.Config
            {
                AccessKeyId = accessKeyId,
                AccessKeySecret = accessKeySecret,
            };
            // The service endpoint.
            config.Endpoint = "facebody.cn-shanghai.aliyuncs.com";
            return new AlibabaCloud.SDK.Facebody20191230.Client(config);
        }
        public static void Main(string[] args)
        {
            // For information about how to create an AccessKey pair, see https://help.aliyun.com/document_detail/175144.html.
            // If you use a RAM user's AccessKey, you must grant the AliyunVIAPIFullAccess permission to the RAM user. For more information, see https://help.aliyun.com/document_detail/145025.html.
            // Before you run the sample code, make sure that you have configured the environment variables for your AccessKey ID and AccessKey Secret.
            AlibabaCloud.SDK.Facebody20191230.Client client = CreateClient(System.Environment.GetEnvironmentVariable("ALIBABA_CLOUD_ACCESS_KEY_ID"), System.Environment.GetEnvironmentVariable("ALIBABA_CLOUD_ACCESS_KEY_SECRET"));
            AlibabaCloud.SDK.Facebody20191230.Models.DetectInfraredLivingFaceAdvanceRequest.DetectInfraredLivingFaceAdvanceRequestTasks tasks0 = new AlibabaCloud.SDK.Facebody20191230.Models.DetectInfraredLivingFaceAdvanceRequest.DetectInfraredLivingFaceAdvanceRequestTasks
            ();
            AlibabaCloud.SDK.Facebody20191230.Models.DetectInfraredLivingFaceAdvanceRequest.DetectInfraredLivingFaceAdvanceRequestTasks tasks1 = new AlibabaCloud.SDK.Facebody20191230.Models.DetectInfraredLivingFaceAdvanceRequest.DetectInfraredLivingFaceAdvanceRequestTasks
            ();
            // Scenario 1: Use a local file.
            System.IO.StreamReader file = new System.IO.StreamReader(@"/tmp/DetectInfraredLivingFace1.jpeg");
            tasks0.ImageURLObject = file.BaseStream;

            // Scenario 2: Use an accessible URL.
            HttpWebRequest request = (HttpWebRequest)WebRequest.Create("https://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/facebody/DetectInfraredLivingFace/DetectInfraredLivingFace.jpeg");
            WebResponse response = request.GetResponse();
            Stream stream = response.GetResponseStream();
            tasks1.ImageURLObject = stream;

            AlibabaCloud.SDK.Facebody20191230.Models.DetectInfraredLivingFaceAdvanceRequest detectInfraredLivingFaceAdvanceRequest = new AlibabaCloud.SDK.Facebody20191230.Models.DetectInfraredLivingFaceAdvanceRequest
            {
                Tasks = new List<AlibabaCloud.SDK.Facebody20191230.Models.DetectInfraredLivingFaceAdvanceRequest.DetectInfraredLivingFaceAdvanceRequestTasks>
                {
                    tasks0,
                    tasks1
                },
            };
            AlibabaCloud.TeaUtil.Models.RuntimeOptions runtime = new AlibabaCloud.TeaUtil.Models.RuntimeOptions();
            try
            {
                AlibabaCloud.SDK.Facebody20191230.Models.DetectInfraredLivingFaceResponse detectInfraredLivingFaceResponse = client.DetectInfraredLivingFaceAdvance(detectInfraredLivingFaceAdvanceRequest, runtime);
                // Get the complete response.
                Console.WriteLine(AlibabaCloud.TeaUtil.Common.ToJSONString(detectInfraredLivingFaceResponse.Body));
                // Get a specific field.
                Console.WriteLine(AlibabaCloud.TeaUtil.Common.ToJSONString(detectInfraredLivingFaceResponse.Body.Data));
            }
            catch (TeaException error)
            {
                AlibabaCloud.TeaUtil.Common.AssertAsString(error.Message);
            }
            catch (Exception _error)
            {
                TeaException error = new TeaException(new Dictionary<string, object>
                {
                    { "message", _error.Message }
                });
                Console.WriteLine(error.Message);
            }
        }
    }
}