Garment segmentation

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This document provides sample code for Garment Segmentation in various programming languages and for common scenarios.

Note
  • For real-time assistance, start an online consultation.

  • 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 an introduction to the Garment Segmentation feature and its parameters, see Garment Segmentation.

Install the SDK package

For SDK dependencies in 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

OSS file (Shanghai region)

/*
Add the dependency.
<!-- https://mvnrepository.com/artifact/com.aliyun/imageseg20191230 -->
<dependency>
  <groupId>com.aliyun</groupId>
  <artifactId>imageseg20191230</artifactId>
  <version>${aliyun.imageseg.version}</version>
</dependency>
*/

import com.aliyun.imageseg20191230.models.SegmentClothResponse;
import com.aliyun.tea.TeaException;
import com.aliyun.tea.TeaModel;

public class SegmentCloth {
    public static com.aliyun.imageseg20191230.Client createClient(String accessKeyId, String accessKeySecret) throws Exception {
        /*
          Initializes the configuration object com.aliyun.teaopenapi.models.Config, which stores 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 = "imageseg.cn-shanghai.aliyuncs.com";
        return new com.aliyun.imageseg20191230.Client(config);
    }

    public static void main(String[] args_) throws Exception {
        // To create an AccessKey ID and AccessKey Secret, see https://help.aliyun.com/document_detail/175144.html.
        // If you use the AccessKey of a RAM user, you must grant the AliyunVIAPIFullAccess permission to the RAM user. For more information, see https://help.aliyun.com/document_detail/145025.html.
        // The following code reads the AccessKey ID and AccessKey Secret from environment variables. Before you run the sample code, make sure that the environment variables are configured.
        String accessKeyId = System.getenv("ALIBABA_CLOUD_ACCESS_KEY_ID");
        String accessKeySecret = System.getenv("ALIBABA_CLOUD_ACCESS_KEY_SECRET"); 
        com.aliyun.imageseg20191230.Client client = SegmentCloth.createClient(accessKeyId, accessKeySecret);
        com.aliyun.imageseg20191230.models.SegmentClothRequest segmentClothRequest = new com.aliyun.imageseg20191230.models.SegmentClothRequest()
                .setImageURL("http://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/imageseg/SegmentCloth/SegmentCloth1.jpg");
        com.aliyun.teautil.models.RuntimeOptions runtime = new com.aliyun.teautil.models.RuntimeOptions();
        try {
            SegmentClothResponse segmentClothResponse = client.segmentClothWithOptions(segmentClothRequest, runtime);
            // Get the complete response.
            System.out.println(com.aliyun.teautil.Common.toJSONString(TeaModel.buildMap(segmentClothResponse)));
            // Get a specific field.
            System.out.println(segmentClothResponse.body.data.elements.iterator().next().imageURL);
        } 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.
# pip install alibabacloud_imageseg20191230

import os
from alibabacloud_imageseg20191230.client import Client
from alibabacloud_imageseg20191230.models import SegmentClothRequest
from alibabacloud_tea_openapi.models import Config
from alibabacloud_tea_util.models import RuntimeOptions

config = Config(
  # To create an AccessKey ID and AccessKey Secret, see https://help.aliyun.com/document_detail/175144.html.
  # If you use the AccessKey of a RAM user, you must grant the AliyunVIAPIFullAccess permission to the RAM user. For more information, see https://help.aliyun.com/document_detail/145025.html.
  # The following code reads the AccessKey ID and AccessKey Secret from environment variables. Before you run the sample code, make sure that the environment variables are configured.
  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='imageseg.cn-shanghai.aliyuncs.com',
  # The region that corresponds to the endpoint.
  region_id='cn-shanghai'
)
segment_cloth_request = SegmentClothRequest(
    image_url='http://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/imageseg/SegmentCloth/SegmentCloth1.jpg'
)
runtime = RuntimeOptions()
try:
  # Initialize the client.
  client = Client(config)
  response = client.segment_cloth_with_options(segment_cloth_request, runtime)
  # Get the complete response.
  print(response.body)
except Exception as error:
  # Get the complete error message.
  print(error)
  # Get a specific field.
  print(error.code)
<?php

// Install the dependency.
// composer require alibabacloud/imageseg-20191230

use AlibabaCloud\SDK\Imageseg\V20191230\Imageseg;
use \Exception;
use AlibabaCloud\Tea\Utils\Utils;
use Darabonba\OpenApi\Models\Config;
use AlibabaCloud\SDK\Imageseg\V20191230\Models\SegmentClothRequest;
use AlibabaCloud\Tea\Utils\Utils\RuntimeOptions;

class SegmentCloth {

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

    /**
     * @param string[] $args
     * @return void
     */
    public static function main($args){
        // To create an AccessKey ID and AccessKey Secret, see https://help.aliyun.com/document_detail/175144.html.
        // If you use the AccessKey of a RAM user, you must grant the AliyunVIAPIFullAccess permission to the RAM user. For more information, see https://help.aliyun.com/document_detail/145025.html.
        // The following code reads the AccessKey ID and AccessKey Secret from environment variables. Before you run the sample code, make sure that the environment variables are configured.    
        $accessKeyId = getenv('ALIBABA_CLOUD_ACCESS_KEY_ID');      
        $accessKeySecret = getenv('ALIBABA_CLOUD_ACCESS_KEY_SECRET');
        $client = self::createClient($accessKeyId, $accessKeySecret);
        $segmentClothRequest = new SegmentClothRequest([
            "imageURL" => "http://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/imageseg/SegmentCloth/SegmentCloth1.jpg"
        ]);
        $runtime = new RuntimeOptions([]);
        try {
            $resp = $client->segmentClothWithOptions($segmentClothRequest, $runtime);
            # Get the complete response.
            echo Utils::toJSONString($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;
}
// $argv is a reserved array for input parameters. You do not need to modify it.
SegmentCloth::main(array_slice($argv, 1));
// Install the dependency.
// npm install @alicloud/imageseg20191230
const ImagesegClient = require('@alicloud/imageseg20191230');
const OpenapiClient = require('@alicloud/openapi-client');
const TeaUtil = require('@alicloud/tea-util');

let config = new OpenapiClient.Config({
  // To create an AccessKey ID and AccessKey Secret, see https://help.aliyun.com/document_detail/175144.html.
  // If you are using the AccessKey of a RAM user, you must grant the AliyunVIAPIFullAccess permission to the RAM user. For more information, see https://help.aliyun.com/document_detail/145025.html.
  // The following code reads the AccessKey ID and AccessKey Secret from environment variables. Before you run the sample code, make sure that the environment variables are configured. 
  accessKeyId: process.env.ALIBABA_CLOUD_ACCESS_KEY_ID,   
  accessKeySecret: process.env.ALIBABA_CLOUD_ACCESS_KEY_SECRET
});
// The service endpoint.
config.endpoint = `imageseg.cn-shanghai.aliyuncs.com`;
const client = new ImagesegClient.default(config);
let segmentClothRequest = new ImagesegClient.SegmentClothRequest({
  imageURL: "http://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/imageseg/SegmentCloth/SegmentCloth1.jpg",
});
let runtime = new TeaUtil.RuntimeOptions({});
client.segmentClothWithOptions(segmentClothRequest, runtime)
  .then(function (segmentClothResponse) {
    // Get the complete response.
    console.log(segmentClothResponse);
    // Get a specific field.
    console.log(segmentClothResponse.body.data);
  }, function (error) {
    // Get the complete error message.
    console.log(error);
    // Get a specific field.
    console.log(error.data.Code);
  })
/**
This sample depends on github.com/alibabacloud-go/imageseg-20191230/v2.
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"
	imageseg20191230 "github.com/alibabacloud-go/imageseg-20191230/v2/client"
	util "github.com/alibabacloud-go/tea-utils/v2/service"
	"github.com/alibabacloud-go/tea/tea"
	"os"
)

func main() { 
  // To create an AccessKey ID and AccessKey Secret, see https://help.aliyun.com/document_detail/175144.html.
  // If you use the AccessKey of a RAM user, you must grant the AliyunVIAPIFullAccess permission to the RAM user. For more information, see https://help.aliyun.com/document_detail/145025.html.
  // The following code reads the AccessKey ID and AccessKey Secret from environment variables. Before you run the sample code, make sure that the environment variables are configured.  
  accessKeyId := os.Getenv("ALIBABA_CLOUD_ACCESS_KEY_ID")  
  accessKeySecret := os.Getenv("ALIBABA_CLOUD_ACCESS_KEY_SECRET")
  // Initializes the configuration object &openapi.Config, which stores your AccessKeyId, AccessKeySecret, and Endpoint.
  config := &openapi.Config{
    AccessKeyId: tea.String(accessKeyId),
    AccessKeySecret: tea.String(accessKeySecret),
	}
	// The service endpoint.
	config.Endpoint = tea.String("imageseg.cn-shanghai.aliyuncs.com")
	client, err := imageseg20191230.NewClient(config)
	if err != nil {
		panic(err)
	}
	segmentClothRequest := &imageseg20191230.SegmentClothRequest{
		ImageURL: tea.String("http://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/imageseg/SegmentCloth/SegmentCloth1.jpg"),
	}
	runtime := &util.RuntimeOptions{}
	segmentClothResponse, err := client.SegmentClothWithOptions(segmentClothRequest, runtime)
	if err != nil {
		// Get the complete error message.
		fmt.Println(err.Error())
	} else {
		// Get the complete response.
		fmt.Println(segmentClothResponse)
	}
}
// Install the dependency.
// dotnet add package AlibabaCloud.SDK.Imageseg20191230
using System;
using System.Collections;
using System.Collections.Generic;
using System.IO;
using System.Threading.Tasks;
using AlibabaCloud.SDK.Imageseg20191230.Models;
using Tea;
using Tea.Utils;

namespace AlibabaCloud.SDK.Sample
{
    public class Sample
    {
        /**
            * Initializes the client with an AccessKey ID and AccessKey Secret.
            * @param accessKeyId
            * @param accessKeySecret
            * @return Client
            * @throws Exception
        */
        public static AlibabaCloud.SDK.Imageseg20191230.Client CreateClient(string accessKeyId, string accessKeySecret)
        {
            // Initializes the configuration object AlibabaCloud.OpenApiClient.Models.Config, which stores your AccessKeyId, AccessKeySecret, and Endpoint.
            AlibabaCloud.OpenApiClient.Models.Config config = new AlibabaCloud.OpenApiClient.Models.Config
            {
                AccessKeyId = accessKeyId,
                AccessKeySecret = accessKeySecret,
            };
            // The service endpoint.
            config.Endpoint = "imageseg.cn-shanghai.aliyuncs.com";
            return new AlibabaCloud.SDK.Imageseg20191230.Client(config);
        }
        public static void Main(string[] args)
        {
            // To create an AccessKey ID and AccessKey Secret, see https://help.aliyun.com/document_detail/175144.html.
            // If you use the AccessKey of a RAM user, you must grant the AliyunVIAPIFullAccess permission to the RAM user. For more information, see https://help.aliyun.com/document_detail/145025.html.
            // The following code reads the AccessKey ID and AccessKey Secret from environment variables. Before you run the sample code, make sure that the environment variables are configured.
            AlibabaCloud.SDK.Imageseg20191230.Client client = CreateClient(System.Environment.GetEnvironmentVariable("ALIBABA_CLOUD_ACCESS_KEY_ID"), System.Environment.GetEnvironmentVariable("ALIBABA_CLOUD_ACCESS_KEY_SECRET"));
            AlibabaCloud.SDK.Imageseg20191230.Models.SegmentClothRequest segmentClothRequest = new AlibabaCloud.SDK.Imageseg20191230.Models.SegmentClothRequest
            {
                ImageURL = "http://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/imageseg/SegmentCloth/SegmentCloth1.jpg",
            };
            AlibabaCloud.TeaUtil.Models.RuntimeOptions runtime = new AlibabaCloud.TeaUtil.Models.RuntimeOptions();
            try
            {
                AlibabaCloud.SDK.Imageseg20191230.Models.SegmentClothResponse segmentClothResponse = client.SegmentClothWithOptions(segmentClothRequest, runtime);
                // Get the complete response.
                Console.WriteLine(AlibabaCloud.TeaUtil.Common.ToJSONString(segmentClothResponse.Body));
                // Get a specific field.
                Console.WriteLine(AlibabaCloud.TeaUtil.Common.ToJSONString(segmentClothResponse.Body.Data));
            }
            catch (TeaException error)
            {
                // Get the complete error message.
                AlibabaCloud.TeaUtil.Common.AssertAsString(error.Message);
            }
            catch (Exception _error)
            {
                TeaException error = new TeaException(new Dictionary<string, object>
                {
                    { "message", _error.Message }
                });
                // Get the complete error message.
                Console.WriteLine(error.Message);
            }
        }
    }
}

Local file or public URL

/*
Add the dependency.
<!-- https://mvnrepository.com/artifact/com.aliyun/imageseg20191230 -->
<dependency>
  <groupId>com.aliyun</groupId>
  <artifactId>imageseg20191230</artifactId>
  <version>${aliyun.imageseg.version}</version>
</dependency>
*/

import com.aliyun.imageseg20191230.models.SegmentClothResponse;
import com.aliyun.tea.TeaException;
import com.aliyun.tea.TeaModel;

import java.io.FileInputStream;
import java.io.InputStream;
import java.net.URL;

public class SegmentCloth {
    public static com.aliyun.imageseg20191230.Client createClient(String accessKeyId, String accessKeySecret) throws Exception {
        /*
          Initializes the configuration object com.aliyun.teaopenapi.models.Config, which stores 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 = "imageseg.cn-shanghai.aliyuncs.com";
        return new com.aliyun.imageseg20191230.Client(config);
    }

    public static void main(String[] args_) throws Exception {
        // To create an AccessKey ID and AccessKey Secret, see https://help.aliyun.com/document_detail/175144.html.
        // If you use the AccessKey of a RAM user, you must grant the AliyunVIAPIFullAccess permission to the RAM user. For more information, see https://help.aliyun.com/document_detail/145025.html.
        // The following code reads the AccessKey ID and AccessKey Secret from environment variables. Before you run the sample code, make sure that the environment variables are configured.
        String accessKeyId = System.getenv("ALIBABA_CLOUD_ACCESS_KEY_ID");
        String accessKeySecret = System.getenv("ALIBABA_CLOUD_ACCESS_KEY_SECRET"); 
        com.aliyun.imageseg20191230.Client client = SegmentCloth.createClient(accessKeyId, accessKeySecret);
        // Scenario 1: Use a local file.
        // InputStream inputStream = new FileInputStream("/tmp/SegmentCloth1.jpg");
        // Scenario 2: Use a publicly accessible URL.
        URL url = new URL("http://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/imageseg/SegmentCloth/SegmentCloth1.jpg");
        InputStream inputStream = url.openConnection().getInputStream();
        com.aliyun.imageseg20191230.models.SegmentClothAdvanceRequest segmentClothAdvanceRequest = new com.aliyun.imageseg20191230.models.SegmentClothAdvanceRequest()
                .setImageURLObject(inputStream);
        com.aliyun.teautil.models.RuntimeOptions runtime = new com.aliyun.teautil.models.RuntimeOptions();
        try {
            SegmentClothResponse segmentClothAdvanceResponse = client.segmentClothAdvance(segmentClothAdvanceRequest, runtime);
            // Get the complete response.
            System.out.println(com.aliyun.teautil.Common.toJSONString(TeaModel.buildMap(segmentClothAdvanceResponse)));
            // Get a specific field.
            System.out.println(segmentClothAdvanceResponse.body.data.elements.iterator().next().imageURL);
        } 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.
# pip install alibabacloud_imageseg20191230

import os
import io
from urllib.request import urlopen
from alibabacloud_imageseg20191230.client import Client
from alibabacloud_imageseg20191230.models import SegmentClothAdvanceRequest
from alibabacloud_tea_openapi.models import Config
from alibabacloud_tea_util.models import RuntimeOptions

config = Config(
  # To create an AccessKey ID and AccessKey Secret, see https://help.aliyun.com/document_detail/175144.html.
  # If you use the AccessKey of a RAM user, you must grant the AliyunVIAPIFullAccess permission to the RAM user. For more information, see https://help.aliyun.com/document_detail/145025.html.
  # The following code reads the AccessKey ID and AccessKey Secret from environment variables. Before you run the sample code, make sure that the environment variables are configured.
  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='imageseg.cn-shanghai.aliyuncs.com',
  # The region that corresponds to the endpoint.
  region_id='cn-shanghai'
)
# Scenario 1: Use a local file.
# img = open(r'/tmp/SegmentCloth1.jpg', 'rb')
# Scenario 2: Use a publicly accessible URL.
url = 'http://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/imageseg/SegmentCloth/SegmentCloth1.jpg'
img = io.BytesIO(urlopen(url).read())
segment_cloth_request = SegmentClothAdvanceRequest()
segment_cloth_request.image_urlobject = img
runtime = RuntimeOptions()
try:
  # Initialize the client.
  client = Client(config)
  response = client.segment_cloth_advance(segment_cloth_request, runtime)
  # Get the complete response.
  print(response.body)
except Exception as error:
  # Get the complete error message.
  print(error)
  # Get a specific field.
  print(error.code)
<?php

// Install the dependency.
// composer require alibabacloud/imageseg-20191230

use AlibabaCloud\SDK\Imageseg\V20191230\Imageseg;
use \Exception;
use AlibabaCloud\Tea\Utils\Utils;
use Darabonba\OpenApi\Models\Config;
use AlibabaCloud\SDK\Imageseg\V20191230\Models\SegmentClothAdvanceRequest;
use AlibabaCloud\Tea\Utils\Utils\RuntimeOptions;
use GuzzleHttp\Psr7\Stream;

class SegmentClothAdvance {

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

    /**
     * @param string[] $args
     * @return void
     */
    public static function main($args){
        // To create an AccessKey ID and AccessKey Secret, see https://help.aliyun.com/document_detail/175144.html.
        // If you use the AccessKey of a RAM user, you must grant the AliyunVIAPIFullAccess permission to the RAM user. For more information, see https://help.aliyun.com/document_detail/145025.html.
        // The following code reads the AccessKey ID and AccessKey Secret from environment variables. Before you run the sample code, make sure that the environment variables are configured.
        $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/SegmentCloth1.jpg', 'rb');
        // $stream = new Stream($file);
        // Scenario 2: Use a publicly accessible URL.
        $file = fopen('http://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/imageseg/SegmentCloth/SegmentCloth1.jpg', 'rb');
        $stream = new Stream($file);
        $segmentClothAdvanceRequest = new SegmentClothAdvanceRequest([
            "imageURLObject" => $stream
        ]);
        $runtime = new RuntimeOptions([]);
        try {
            $resp = $client->segmentClothAdvance($segmentClothAdvanceRequest, $runtime);
            # Get the complete response.
            echo Utils::toJSONString($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;
}
// $argv is a reserved array for input parameters. You do not need to modify it.
SegmentClothAdvance::main(array_slice($argv, 1));
// Install the dependency.
// npm install @alicloud/imageseg20191230
const ImagesegClient = require('@alicloud/imageseg20191230');
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({
  // To create an AccessKey ID and AccessKey Secret, see https://help.aliyun.com/document_detail/175144.html.
  // If you are using the AccessKey of a RAM user, you must grant the AliyunVIAPIFullAccess permission to the RAM user. For more information, see https://help.aliyun.com/document_detail/145025.html.
  // The following code reads the AccessKey ID and AccessKey Secret from environment variables. Before you run the sample code, make sure that the environment variables are configured. 
  accessKeyId: process.env.ALIBABA_CLOUD_ACCESS_KEY_ID,   
  accessKeySecret: process.env.ALIBABA_CLOUD_ACCESS_KEY_SECRET
});
// The service endpoint.
config.endpoint = `imageseg.cn-shanghai.aliyuncs.com`;
const client = new ImagesegClient.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 segmentClothAdvanceRequest = new ImagesegClient.SegmentClothAdvanceRequest();
    // Scenario 1: Use a local file.
    // const fileStream = fs.createReadStream('/tmp/SegmentCloth1.jpg');
    // segmentClothAdvanceRequest.imageURLObject = fileStream;
    // Scenario 2: Use a publicly accessible URL.
    const url = new URL("http://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/imageseg/SegmentCloth/SegmentCloth1.jpg");
    const httpClient = (url.protocol == "https:") ? https : http;
    segmentClothAdvanceRequest.imageURLObject = await getResponse(httpClient, url);
    let runtime = new TeaUtil.RuntimeOptions({ });
    client.segmentClothAdvance(segmentClothAdvanceRequest, runtime)
      .then(function(segmentClothResponse) {
        // Get the complete response.
        console.log(segmentClothResponse);
        // Get a specific field.
        console.log(segmentClothResponse.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);
  }
}();
/**
This sample depends on github.com/alibabacloud-go/imageseg-20191230/v2.
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"
	imageseg20191230 "github.com/alibabacloud-go/imageseg-20191230/v2/client"
	util "github.com/alibabacloud-go/tea-utils/v2/service"
	"github.com/alibabacloud-go/tea/tea"
	"net/http"
	"os"
)

func main() { 
  // To create an AccessKey ID and AccessKey Secret, see https://help.aliyun.com/document_detail/175144.html.
  // If you use the AccessKey of a RAM user, you must grant the AliyunVIAPIFullAccess permission to the RAM user. For more information, see https://help.aliyun.com/document_detail/145025.html.
  // The following code reads the AccessKey ID and AccessKey Secret from environment variables. Before you run the sample code, make sure that the environment variables are configured.  
  accessKeyId := os.Getenv("ALIBABA_CLOUD_ACCESS_KEY_ID")  
  accessKeySecret := os.Getenv("ALIBABA_CLOUD_ACCESS_KEY_SECRET")
  // Initializes the configuration object &openapi.Config, which stores your AccessKeyId, AccessKeySecret, and Endpoint.
  config := &openapi.Config{
    AccessKeyId: tea.String(accessKeyId),
    AccessKeySecret: tea.String(accessKeySecret),
	}
	// The service endpoint.
	config.Endpoint = tea.String("imageseg.cn-shanghai.aliyuncs.com")
	client, err := imageseg20191230.NewClient(config)
	if err != nil {
		panic(err)
	}
	// Scenario 1: Use a local file.
	// file, err := os.Open("/tmp/SegmentCloth1.jpg")
	// if err != nil {
	// 	fmt.Println("can not open file", err)
	// 	panic(err)
	// }
	// segmentClothAdvanceRequest := &imageseg20191230.SegmentClothAdvanceRequest{
	// 	ImageURLObject: file,
	// }
	// Scenario 2: Use a publicly accessible URL.
	httpClient := http.Client{}
	file, _ := httpClient.Get("http://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/imageseg/SegmentCloth/SegmentCloth1.jpg")
	segmentClothAdvanceRequest := &imageseg20191230.SegmentClothAdvanceRequest{
		ImageURLObject: file.Body,
	}
	runtime := &util.RuntimeOptions{}
	segmentClothAdvanceResponse, err := client.SegmentClothAdvance(segmentClothAdvanceRequest, runtime)
	if err != nil {
		// Get the complete error message.
		fmt.Println(err.Error())
	} else {
		// Get the complete response.
		fmt.Println(segmentClothAdvanceResponse)
	}
}
// Install the dependency.
// dotnet add package AlibabaCloud.SDK.Imageseg20191230
using System;
using System.Collections;
using System.Collections.Generic;
using System.IO;
using System.Net;
using System.Threading.Tasks;
using AlibabaCloud.SDK.Imageseg20191230.Models;
using Tea;
using Tea.Utils;

namespace AlibabaCloud.SDK.Sample
{
    public class Sample
    {
        /**
            * Initializes the client with an AccessKey ID and AccessKey Secret.
            * @param accessKeyId
            * @param accessKeySecret
            * @return Client
            * @throws Exception
        */
        public static AlibabaCloud.SDK.Imageseg20191230.Client CreateClient(string accessKeyId, string accessKeySecret)
        {
            // Initializes the configuration object AlibabaCloud.OpenApiClient.Models.Config, which stores your AccessKeyId, AccessKeySecret, and Endpoint.
            AlibabaCloud.OpenApiClient.Models.Config config = new AlibabaCloud.OpenApiClient.Models.Config
            {
                AccessKeyId = accessKeyId,
                AccessKeySecret = accessKeySecret,
            };
            // The service endpoint.
            config.Endpoint = "imageseg.cn-shanghai.aliyuncs.com";
            return new AlibabaCloud.SDK.Imageseg20191230.Client(config);
        }
        public static void Main(string[] args)
        {
            // To create an AccessKey ID and AccessKey Secret, see https://help.aliyun.com/document_detail/175144.html.
            // If you use the AccessKey of a RAM user, you must grant the AliyunVIAPIFullAccess permission to the RAM user. For more information, see https://help.aliyun.com/document_detail/145025.html.
            // The following code reads the AccessKey ID and AccessKey Secret from environment variables. Before you run the sample code, make sure that the environment variables are configured.
            AlibabaCloud.SDK.Imageseg20191230.Client client = CreateClient(System.Environment.GetEnvironmentVariable("ALIBABA_CLOUD_ACCESS_KEY_ID"), System.Environment.GetEnvironmentVariable("ALIBABA_CLOUD_ACCESS_KEY_SECRET"));
            AlibabaCloud.SDK.Imageseg20191230.Models.SegmentClothAdvanceRequest segmentClothAdvanceRequest = new AlibabaCloud.SDK.Imageseg20191230.Models.SegmentClothAdvanceRequest
            ();
            // Scenario 1: Use a local file.
            // System.IO.Stream file = System.IO.File.OpenRead(@"/tmp/SegmentCloth1.jpg");
            // segmentClothAdvanceRequest.ImageURLObject = file;

            // Scenario 2: Use a publicly accessible URL.
            HttpWebRequest request = (HttpWebRequest)WebRequest.Create("http://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/imageseg/SegmentCloth/SegmentCloth1.jpg");
            WebResponse response = request.GetResponse();
            Stream stream = response.GetResponseStream();
            segmentClothAdvanceRequest.ImageURLObject = stream;
            AlibabaCloud.TeaUtil.Models.RuntimeOptions runtime = new AlibabaCloud.TeaUtil.Models.RuntimeOptions();
            try
            {
                AlibabaCloud.SDK.Imageseg20191230.Models.SegmentClothResponse segmentClothResponse = client.SegmentClothAdvance(segmentClothAdvanceRequest, runtime);
                // Get the complete response.
                Console.WriteLine(AlibabaCloud.TeaUtil.Common.ToJSONString(segmentClothResponse.Body));
                // Get a specific field.
                Console.WriteLine(AlibabaCloud.TeaUtil.Common.ToJSONString(segmentClothResponse.Body.Data));
            }
            catch (TeaException error)
            {
                // Get the complete error message.
                AlibabaCloud.TeaUtil.Common.AssertAsString(error.Message);
            }
            catch (Exception _error)
            {
                TeaException error = new TeaException(new Dictionary<string, object>
                {
                    { "message", _error.Message }
                });
                // Get the complete error message.
                Console.WriteLine(error.Message);
            }
        }
    }
}