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物体检测

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本文档为您介绍物体检测常用语言和常见情况的示例代码。

说明

  • 您可以进入在线咨询获取在线人工帮助。

  • 阿里云视觉智能开放平台视觉AI能力API接入、接口使用或问题咨询等，请通过钉钉群（23109592）加入阿里云视觉智能开放平台咨询群联系我们。

能力介绍

关于物体检测的功能介绍以及具体调用参数说明，请参见物体检测。

SDK包安装

常见语言的SDK依赖包信息，请参见SDK总览。

配置环境变量

配置环境变量ALIBABA_CLOUD_ACCESS_KEY_ID和ALIBABA_CLOUD_ACCESS_KEY_SECRET。

重要

  • 阿里云账号AccessKey拥有所有API的访问权限，建议您使用RAM用户进行API访问或日常运维，具体操作，请参见创建RAM用户。

  • 请不要将AccessKey ID和AccessKey Secret保存到工程代码里，否则可能导致AccessKey泄露，威胁您账号下所有资源的安全。

  • Linux和macOS系统配置方法

    1. 在IntelliJ IDEA中打开终端Terminal。

    2. 执行以下命令，配置环境变量。

      <access_key_id>需替换为您RAM用户的AccessKey ID，<access_key_secret>替换为您RAM用户的AccessKey Secret。如果后续需要进行更多权限相关的配置，具体操作请参见使用RAM Policy控制访问权限。

      export ALIBABA_CLOUD_ACCESS_KEY_ID=<access_key_id> 
export ALIBABA_CLOUD_ACCESS_KEY_SECRET=<access_key_secret>

  • Windows系统配置方法

    新建环境变量文件，添加环境变量ALIBABA_CLOUD_ACCESS_KEY_ID和ALIBABA_CLOUD_ACCESS_KEY_SECRET，并写入已准备好的AccessKey ID和AccessKey Secret。然后重启Windows系统。本操作以Windows 10为例进行说明。

    1. 打开文件资源管理器，在此电脑上右键单击属性。

    2. 在右侧导航栏，单击高级系统配置。

    3. 在系统属性对话框的高级页签下，单击环境变量。

    4. 在环境变量对话框中，单击新建(W)。image.png

    5. 在弹出的新建系统变量对话框中，添加环境变量ALIBABA_CLOUD_ACCESS_KEY_ID和ALIBABA_CLOUD_ACCESS_KEY_SECRET，并写入已准备好的AccessKey ID和AccessKey Secret。

    6. 重启Windows系统，使配置生效。

示例代码

文件在同地域OSS

/*
引入依赖包
<!-- https://mvnrepository.com/artifact/com.aliyun/objectdet20191230 -->
<dependency>
  <groupId>com.aliyun</groupId>
  <artifactId>objectdet20191230</artifactId>
  <version>${aliyun.objectdet.version}</version>
</dependency>
*/

import com.aliyun.objectdet20191230.models.DetectObjectResponse;
import com.aliyun.tea.TeaModel;

public class DetectObject {
    public static com.aliyun.objectdet20191230.Client createClient(String accessKeyId, String accessKeySecret) throws Exception {
        /*
          初始化配置对象com.aliyun.teaopenapi.models.Config
          Config对象存放 AccessKeyId、AccessKeySecret、endpoint等配置
         */
         com.aliyun.teaopenapi.models.Config config = new com.aliyun.teaopenapi.models.Config()
                .setAccessKeyId(accessKeyId)
                .setAccessKeySecret(accessKeySecret);
        // 访问的域名
        config.endpoint = "objectdet.cn-shanghai.aliyuncs.com";
        return new com.aliyun.objectdet20191230.Client(config);
    }

    public static void main(String[] args_) throws Exception {
        // 创建AccessKey ID和AccessKey Secret，请参考https://help.aliyun.com/document_detail/175144.html
        // 如果您使用的是RAM用户的AccessKey，还需要为子账号授予权限AliyunVIAPIFullAccess，请参考https://help.aliyun.com/document_detail/145025.html
        // 从环境变量读取配置的AccessKey ID和AccessKey Secret。运行代码示例前必须先配置环境变量。
        String accessKeyId = System.getenv("ALIBABA_CLOUD_ACCESS_KEY_ID");
        String accessKeySecret = System.getenv("ALIBABA_CLOUD_ACCESS_KEY_SECRET"); 
        com.aliyun.objectdet20191230.Client client = DetectObject.createClient(accessKeyId, accessKeySecret);
        com.aliyun.objectdet20191230.models.DetectObjectRequest detectObjectRequest = new com.aliyun.objectdet20191230.models.DetectObjectRequest()
                .setImageURL("http://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/objectdet/DetectObject/DetectObject1.jpg");
        com.aliyun.teautil.models.RuntimeOptions runtime = new com.aliyun.teautil.models.RuntimeOptions();
        try {
            DetectObjectResponse detectObjectResponse = client.detectObjectWithOptions(detectObjectRequest, runtime);
            // 获取整体结果。
            System.out.println(com.aliyun.teautil.Common.toJSONString(TeaModel.buildMap(detectObjectResponse)));
            // 获取单个字段。
            System.out.println(detectObjectResponse.getBody());
        } catch (com.aliyun.tea.TeaException teaException) {
            // 获取整体报错信息。
            System.out.println(com.aliyun.teautil.Common.toJSONString(teaException));
            // 获取单个字段。
            System.out.println(teaException.getCode());
        }
    }
}
# -*- coding: utf-8 -*-
# 引入依赖包
# pip install alibabacloud_objectdet20191230

import os
from alibabacloud_objectdet20191230.client import Client
from alibabacloud_objectdet20191230.models import DetectObjectRequest
from alibabacloud_tea_openapi.models import Config
from alibabacloud_tea_util.models import RuntimeOptions

config = Config(
  # 创建AccessKey ID和AccessKey Secret，请参考https://help.aliyun.com/document_detail/175144.html
  # 如果您用的是RAM用户的AccessKey，还需要为RAM用户授予权限AliyunVIAPIFullAccess，请参考https://help.aliyun.com/document_detail/145025.html
  # 从环境变量读取配置的AccessKey ID和AccessKey Secret。运行代码示例前必须先配置环境变量。
  access_key_id=os.environ.get('ALIBABA_CLOUD_ACCESS_KEY_ID'),
  access_key_secret=os.environ.get('ALIBABA_CLOUD_ACCESS_KEY_SECRET'),
  # 访问的域名
  endpoint='objectdet.cn-shanghai.aliyuncs.com',
  # 访问的域名对应的region
  region_id='cn-shanghai'
)
detect_object_request = DetectObjectRequest(
    image_url='http://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/objectdet/DetectObject/DetectObject1.jpg'
)
runtime = RuntimeOptions()
try:
  # 初始化Client
  client = Client(config)
  response = client.detect_object_with_options(detect_object_request, runtime)
  # 获取整体结果
  print(response.body)
except Exception as error:
  # 获取整体报错信息
  print(error)
  # 获取单个字段
  print(error.code)
<?php

//安装依赖包
//composer require alibabacloud/objectdet-20191230

use AlibabaCloud\SDK\Objectdet\V20191230\Objectdet;
use \Exception;
use AlibabaCloud\Tea\Utils\Utils;
use Darabonba\OpenApi\Models\Config;
use AlibabaCloud\SDK\Objectdet\V20191230\Models\DetectObjectRequest;
use AlibabaCloud\Tea\Utils\Utils\RuntimeOptions;

class DetectObject {

    /**
     * 使用AK&SK初始化账号Client
     * @param string $accessKeyId
     * @param string $accessKeySecret
     * @return Objectdet Client
     */
    public static function createClient($accessKeyId, $accessKeySecret){
        //初始化配置对象Darabonba\OpenApi\Models\Config。
        //Config对象存放accessKeyId、accessKeySecret、endpoint等配置
        $config = new Config([
            "accessKeyId" => $accessKeyId,
            "accessKeySecret" => $accessKeySecret
        ]);
        // 访问的域名
        $config->endpoint = "objectdet.cn-shanghai.aliyuncs.com";
        return new Objectdet($config);
    }

    /**
     * @param string[] $args
     * @return void
     */
    public static function main($args){
        // 创建AccessKey ID和AccessKey Secret，请参考https://help.aliyun.com/document_detail/175144.html
        // 如果您使用的是RAM用户的AccessKey，还需要为子账号授予权限AliyunVIAPIFullAccess，请参考https://help.aliyun.com/document_detail/145025.html
        // 从环境变量读取配置的AccessKey ID和AccessKey Secret。运行代码示例前必须先配置环境变量。
        $accessKeyId = getenv('ALIBABA_CLOUD_ACCESS_KEY_ID');
        $accessKeySecret = getenv('ALIBABA_CLOUD_ACCESS_KEY_SECRET'); 
        $client = self::createClient($accessKeyId, $accessKeySecret);
        $detectObjectRequest = new DetectObjectRequest([
            "imageURL" => "http://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/objectdet/DetectObject/DetectObject1.jpg"
        ]);
        $runtime = new RuntimeOptions([]);
        try {
            $resp = $client->detectObjectWithOptions($detectObjectRequest, $runtime);
            # 获取整体结果
            echo Utils::toJSONString($resp->body);
        } catch (Exception $exception) {
            # 获取整体报错信息
            echo Utils::toJSONString($exception);
            # 获取单个字段
            echo $exception->getCode();
        }
    }
}
$path = __DIR__ . \DIRECTORY_SEPARATOR . '..' . \DIRECTORY_SEPARATOR . 'vendor' . \DIRECTORY_SEPARATOR . 'autoload.php';
if (file_exists($path)) {
    require_once $path;
}
//$argv是预留的数组入参参数，无实际意义，无需进行修改
DetectObject::main(array_slice($argv, 1));
// 安装依赖包
// npm install @alicloud/objectdet20191230
const ObjectdetClient = require('@alicloud/objectdet20191230');
const OpenapiClient = require('@alicloud/openapi-client');
const TeaUtil = require('@alicloud/tea-util');

let config = new OpenapiClient.Config({
  // 创建AccessKey ID和AccessKey Secret，请参考https://help.aliyun.com/document_detail/175144.html。
  // 如果您用的是RAM用户AccessKey，还需要为RAM用户授予权限AliyunVIAPIFullAccess，请参考https://help.aliyun.com/document_detail/145025.html。
  // 从环境变量读取配置的AccessKey ID和AccessKey Secret。运行示例前必须先配置环境变量。 
  accessKeyId: process.env.ALIBABA_CLOUD_ACCESS_KEY_ID,   
  accessKeySecret: process.env.ALIBABA_CLOUD_ACCESS_KEY_SECRET
});
// 访问的域名
config.endpoint = `objectdet.cn-shanghai.aliyuncs.com`;
const client = new ObjectdetClient.default(config);
let detectObjectRequest = new ObjectdetClient.DetectObjectRequest({
  imageURL: "http://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/objectdet/DetectObject/DetectObject1.jpg",
});
let runtime = new TeaUtil.RuntimeOptions({});
client.detectObjectWithOptions(detectObjectRequest, runtime)
  .then(function (detectObjectResponse) {
    // 获取整体结果
    console.log(detectObjectResponse);
    // 获取单个字段
    console.log(detectObjectResponse.body.data);
  }, function (error) {
    // 获取整体报错信息
    console.log(error);
    // 获取单个字段
    console.log(error.data.Code);
  })
/**
依赖github.com/alibabacloud-go/objectdet-20191230/v2
建议使用go mod tidy安装依赖
*/

package main

import (
	"fmt"
	openapi "github.com/alibabacloud-go/darabonba-openapi/v2/client"
	objectdet20191230 "github.com/alibabacloud-go/objectdet-20191230/v2/client"
	util "github.com/alibabacloud-go/tea-utils/v2/service"
	"github.com/alibabacloud-go/tea/tea"
)

func main() {
  // 从环境变量读取配置的AccessKey ID
  // 运行示例前必须先配置环境变量  
  // 创建AccessKey ID和AccessKey Secret，请参考https://help.aliyun.com/document_detail/175144.html。
  // 如果您用的是RAM用户的AccessKey，还需要为RAM用户授予权限AliyunVIAPIFullAccess，请参考https://help.aliyun.com/document_detail/145025.html。
  // 从环境变量读取配置的AccessKey ID和AccessKey Secret。运行示例前必须先配置环境变量。  
  accessKeyId := os.Getenv("ALIBABA_CLOUD_ACCESS_KEY_ID")  
  accessKeySecret := os.Getenv("ALIBABA_CLOUD_ACCESS_KEY_SECRET")
  // 初始化配置对象 &openapi.Config。Config对象存放AccessKeyId、AccessKeySecret、Endpoint等配置。
  config := &openapi.Config{
    AccessKeyId: tea.String(accessKeyId),
    AccessKeySecret: tea.String(accessKeySecret)
	}
	// 访问的域名
	config.Endpoint = tea.String("objectdet.cn-shanghai.aliyuncs.com")
	client, err := objectdet20191230.NewClient(config)
	if err != nil {
		panic(err)
	}
	detectObjectRequest := &objectdet20191230.DetectObjectRequest{
		ImageURL: tea.String("http://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/objectdet/DetectObject/DetectObject1.jpg"),
	}
	runtime := &util.RuntimeOptions{}
	detectObjectResponse, err := client.DetectObjectWithOptions(detectObjectRequest, runtime)
	if err != nil {
		// 获取整体报错信息
		fmt.Println(err.Error())
	} else {
		// 获取整体结果
		fmt.Println(detectObjectResponse)
	}
}
// 安装依赖包
// dotnet add package AlibabaCloud.SDK.Objectdet20191230
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.Objectdet20191230.Models;
using Tea;
using Tea.Utils;

namespace AlibabaCloud.SDK.Sample
{
    public class Sample
    {
        /**
            * 使用AK&SK初始化账号Client
            * @param accessKeyId
            * @param accessKeySecret
            * @return Client
            * @throws Exception
        */
        public static AlibabaCloud.SDK.Objectdet20191230.Client CreateClient(string accessKeyId, string accessKeySecret)
        {
            AlibabaCloud.OpenApiClient.Models.Config config = new AlibabaCloud.OpenApiClient.Models.Config
            {
                AccessKeyId = accessKeyId,
                AccessKeySecret = accessKeySecret,
            };
            // 访问的域名
            config.Endpoint = "objectdet.cn-shanghai.aliyuncs.com";
            return new AlibabaCloud.SDK.Objectdet20191230.Client(config);
        }
        public static void Main(string[] args)
        {
            // 创建AccessKey ID和AccessKey Secret，请参考https://help.aliyun.com/document_detail/175144.html
            // 如果您使用的是RAM用户的AccessKey，还需要为子账号授予权限AliyunVIAPIFullAccess，请参考https://help.aliyun.com/document_detail/145025.html
            // 从环境变量读取配置的AccessKey ID和AccessKey Secret。运行代码示例前必须先配置环境变量。
            AlibabaCloud.SDK.Objectdet20191230.Client client = CreateClient(System.Environment.GetEnvironmentVariable("ALIBABA_CLOUD_ACCESS_KEY_ID"), System.Environment.GetEnvironmentVariable("ALIBABA_CLOUD_ACCESS_KEY_SECRET"));
            AlibabaCloud.SDK.Objectdet20191230.Models.DetectObjectRequest detectObjectRequest = new AlibabaCloud.SDK.Objectdet20191230.Models.DetectObjectRequest
            {
                ImageURL = "http://viapi-test.oss-cn-shanghai.aliyuncs.com/viapi-3.0domepic/objectdet/DetectObject/DetectObject1.jpg",
            };
            AlibabaCloud.TeaUtil.Models.RuntimeOptions runtime = new AlibabaCloud.TeaUtil.Models.RuntimeOptions();
            try
            {
                AlibabaCloud.SDK.Objectdet20191230.Models.DetectObjectResponse detectObjectResponse = client.DetectObjectWithOptions(detectObjectRequest, runtime);
                // 获取整体结果
                Console.WriteLine(AlibabaCloud.TeaUtil.Common.ToJSONString(detectObjectResponse.Body));
                // 获取单个字段
                Console.WriteLine(AlibabaCloud.TeaUtil.Common.ToJSONString(detectObjectResponse.Body.Data));
            }
            catch (TeaException error)
            {
                // 如有需要，请打印 error
                AlibabaCloud.TeaUtil.Common.AssertAsString(error.Message);
            }
            catch (Exception _error)
            {
                TeaException error = new TeaException(new Dictionary<string, object>
                {
                    { "message", _error.Message }
                });
                // 如有需要，请打印 error
                Console.WriteLine(error.Message);
            }
        }
    }
}

文件在本地或文件不在同一地域OSS

/*
引入依赖包
<!-- https://mvnrepository.com/artifact/com.aliyun/objectdet20191230 -->
<dependency>
  <groupId>com.aliyun</groupId>
  <artifactId>objectdet20191230</artifactId>
  <version>${aliyun.objectdet.version}</version>
</dependency>
*/

import com.aliyun.objectdet20191230.models.DetectObjectResponse;
import com.aliyun.tea.TeaModel;

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

public class DetectObject {
    public static com.aliyun.objectdet20191230.Client createClient(String accessKeyId, String accessKeySecret) throws Exception {
        /*
          初始化配置对象com.aliyun.teaopenapi.models.Config
          Config对象存放 AccessKeyId、AccessKeySecret、endpoint等配置
         */
         com.aliyun.teaopenapi.models.Config config = new com.aliyun.teaopenapi.models.Config()
                .setAccessKeyId(accessKeyId)
                .setAccessKeySecret(accessKeySecret);
        // 访问的域名
        config.endpoint = "objectdet.cn-shanghai.aliyuncs.com";
        return new com.aliyun.objectdet20191230.Client(config);
    }

    public static void main(String[] args_) throws Exception {
        // 创建AccessKey ID和AccessKey Secret，请参考https://help.aliyun.com/document_detail/175144.html
        // 如果您使用的是RAM用户的AccessKey，还需要为子账号授予权限AliyunVIAPIFullAccess，请参考https://help.aliyun.com/document_detail/145025.html
        // 从环境变量读取配置的AccessKey ID和AccessKey Secret。运行代码示例前必须先配置环境变量。
        String accessKeyId = System.getenv("ALIBABA_CLOUD_ACCESS_KEY_ID");
        String accessKeySecret = System.getenv("ALIBABA_CLOUD_ACCESS_KEY_SECRET"); 
        com.aliyun.objectdet20191230.Client client = DetectObject.createClient(accessKeyId, accessKeySecret);
        // 场景一，使用本地文件
        // InputStream inputStream = new FileInputStream(new File("/tmp/DetectObject.jpg"));
        // 场景二，使用任意可访问的url
        URL url = new URL("https://viapi-test-bj.oss-cn-beijing.aliyuncs.com/viapi-3.0domepic/objectdet/DetectObject/DetectObject1.jpg");
        InputStream inputStream = url.openConnection().getInputStream();
        com.aliyun.objectdet20191230.models.DetectObjectAdvanceRequest detectObjectAdvanceRequest = new com.aliyun.objectdet20191230.models.DetectObjectAdvanceRequest()
                .setImageURLObject(inputStream);
        com.aliyun.teautil.models.RuntimeOptions runtime = new com.aliyun.teautil.models.RuntimeOptions();
        try {
            DetectObjectResponse detectObjectAdvanceResponse = client.detectObjectAdvance(detectObjectAdvanceRequest, runtime);
            // 获取整体结果。
            System.out.println(com.aliyun.teautil.Common.toJSONString(TeaModel.buildMap(detectObjectAdvanceResponse)));
            // 获取单个字段。
            System.out.println(detectObjectAdvanceResponse.getBody());
        } catch (com.aliyun.tea.TeaException teaException) {
            // 获取整体报错信息。
            System.out.println(com.aliyun.teautil.Common.toJSONString(teaException));
            // 获取单个字段。
            System.out.println(teaException.getCode());
        }
    }
}
# -*- coding: utf-8 -*-
# 引入依赖包
# pip install alibabacloud_objectdet20191230

import os
import io
from urllib.request import urlopen
from alibabacloud_objectdet20191230.client import Client
from alibabacloud_objectdet20191230.models import DetectObjectAdvanceRequest
from alibabacloud_tea_openapi.models import Config
from alibabacloud_tea_util.models import RuntimeOptions

config = Config(
  # 创建AccessKey ID和AccessKey Secret，请参考https://help.aliyun.com/document_detail/175144.html
  # 如果您用的是RAM用户的AccessKey，还需要为RAM用户授予权限AliyunVIAPIFullAccess，请参考https://help.aliyun.com/document_detail/145025.html
  # 从环境变量读取配置的AccessKey ID和AccessKey Secret。运行代码示例前必须先配置环境变量。
  access_key_id=os.environ.get('ALIBABA_CLOUD_ACCESS_KEY_ID'),
  access_key_secret=os.environ.get('ALIBABA_CLOUD_ACCESS_KEY_SECRET'),
  # 访问的域名
  endpoint='objectdet.cn-shanghai.aliyuncs.com',
  # 访问的域名对应的region
  region_id='cn-shanghai'
)
#场景一：文件在本地
#img = open(r'/tmp/DetectObject1.jpg', 'rb')
#场景二：使用任意可访问的url
url = 'https://viapi-test-bj.oss-cn-beijing.aliyuncs.com/viapi-3.0domepic/objectdet/DetectObject/DetectObject1.jpg'
img = io.BytesIO(urlopen(url).read())
detect_object_request = DetectObjectAdvanceRequest()
detect_object_request.image_urlobject = img
runtime = RuntimeOptions()
try:
  # 初始化Client
  client = Client(config)
  response = client.detect_object_advance(detect_object_request, runtime)
  # 获取整体结果
  print(response.body)
except Exception as error:
  # 获取整体报错信息
  print(error)
  # 获取单个字段
  print(error.code)
<?php

//安装依赖包
//composer require alibabacloud/objectdet-20191230

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

class DetectObjectAdvance {

    /**
     * 使用AK&SK初始化账号Client
     * @param string $accessKeyId
     * @param string $accessKeySecret
     * @return Objectdet Client
     */
    public static function createClient($accessKeyId, $accessKeySecret){
        //初始化配置对象Darabonba\OpenApi\Models\Config。
        //Config对象存放accessKeyId、accessKeySecret、endpoint等配置
        $config = new Config([
            "accessKeyId" => $accessKeyId,
            "accessKeySecret" => $accessKeySecret
        ]);
        // 访问的域名
        $config->endpoint = "objectdet.cn-shanghai.aliyuncs.com";
        return new Objectdet($config);
    }

    /**
     * @param string[] $args
     * @return void
     */
    public static function main($args){
        // 创建AccessKey ID和AccessKey Secret，请参考https://help.aliyun.com/document_detail/175144.html
        // 如果您使用的是RAM用户的AccessKey，还需要为子账号授予权限AliyunVIAPIFullAccess，请参考https://help.aliyun.com/document_detail/145025.html
        // 从环境变量读取配置的AccessKey ID和AccessKey Secret。运行代码示例前必须先配置环境变量。
        $accessKeyId = getenv('ALIBABA_CLOUD_ACCESS_KEY_ID');
        $accessKeySecret = getenv('ALIBABA_CLOUD_ACCESS_KEY_SECRET'); 
        $client = self::createClient($accessKeyId, $accessKeySecret);
        // 场景一，使用本地文件
        //$file = fopen('/tmp/DetectObject1.jpg', 'rb');
        //$stream = new Stream($file);
        // 场景二，使用任意可访问的url
        $file = fopen('https://viapi-test-bj.oss-cn-beijing.aliyuncs.com/viapi-3.0domepic/objectdet/DetectObject/DetectObject1.jpg', 'rb');
        $stream = new Stream($file);
        $detectObjectAdvanceRequest = new DetectObjectAdvanceRequest([
            "imageURLObject" => $stream
        ]);
        $runtime = new RuntimeOptions([]);
        try {
            $resp = $client->detectObjectAdvance($detectObjectAdvanceRequest, $runtime);
            # 获取整体结果
            echo Utils::toJSONString($resp->body);
        } catch (Exception $exception) {
            # 获取整体报错信息
            echo Utils::toJSONString($exception);
            # 获取单个字段
            echo $exception->getCode();
        }
    }
}
$path = __DIR__ . \DIRECTORY_SEPARATOR . '..' . \DIRECTORY_SEPARATOR . 'vendor' . \DIRECTORY_SEPARATOR . 'autoload.php';
if (file_exists($path)) {
    require_once $path;
}
//$argv是预留的数组入参参数，无实际意义，无需进行修改
DetectObjectAdvance::main(array_slice($argv, 1));
// 安装依赖包
// npm install @alicloud/objectdet20191230
const ObjectdetClient = require('@alicloud/objectdet20191230');
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({
  // 创建AccessKey ID和AccessKey Secret，请参考https://help.aliyun.com/document_detail/175144.html。
  // 如果您用的是RAM用户AccessKey，还需要为RAM用户授予权限AliyunVIAPIFullAccess，请参考https://help.aliyun.com/document_detail/145025.html。
  // 从环境变量读取配置的AccessKey ID和AccessKey Secret。运行示例前必须先配置环境变量。 
  accessKeyId: process.env.ALIBABA_CLOUD_ACCESS_KEY_ID,   
  accessKeySecret: process.env.ALIBABA_CLOUD_ACCESS_KEY_SECRET
});
// 访问的域名
config.endpoint = `objectdet.cn-shanghai.aliyuncs.com`;
const client = new ObjectdetClient.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 detectObjectAdvanceRequest = new ObjectdetClient.DetectObjectAdvanceRequest();
    // 场景一，使用本地文件
    const fileStream = fs.createReadStream('/tmp/DetectObject1.jpg');
    detectObjectAdvanceRequest.imageURLObject = fileStream;
    // 场景二，使用任意可访问的url
    const url = new URL("https://viapi-test-bj.oss-cn-beijing.aliyuncs.com/viapi-3.0domepic/objectdet/DetectObject/DetectObject1.jpg");
    const httpClient = (url.protocol == "https:") ? https : http;
    detectObjectAdvanceRequest.imageURLObject = await getResponse(httpClient, url);
    let runtime = new TeaUtil.RuntimeOptions({ });
    client.detectObjectAdvance(detectObjectAdvanceRequest, runtime)
      .then(function(detectObjectResponse) {
        // 获取整体结果
        console.log(detectObjectResponse);
        // 获取单个字段
        console.log(detectObjectResponse.body.data);
      }, function(error) {
        // 获取整体报错信息
        console.log(error);
        // 获取单个字段
        console.log(error.data.Code);
      })
  } catch (error) {
    console.log(error);
  }
}();
/**
依赖github.com/alibabacloud-go/objectdet-20191230/v2
建议使用go mod tidy安装依赖
*/

package main

import (
	"fmt"
	openapi "github.com/alibabacloud-go/darabonba-openapi/v2/client"
	objectdet20191230 "github.com/alibabacloud-go/objectdet-20191230/v2/client"
	util "github.com/alibabacloud-go/tea-utils/v2/service"
	"github.com/alibabacloud-go/tea/tea"
	"net/http"
)

func main() {
  // 从环境变量读取配置的AccessKey ID
  // 运行示例前必须先配置环境变量  
  // 创建AccessKey ID和AccessKey Secret，请参考https://help.aliyun.com/document_detail/175144.html。
  // 如果您用的是RAM用户的AccessKey，还需要为RAM用户授予权限AliyunVIAPIFullAccess，请参考https://help.aliyun.com/document_detail/145025.html。
  // 从环境变量读取配置的AccessKey ID和AccessKey Secret。运行示例前必须先配置环境变量。  
  accessKeyId := os.Getenv("ALIBABA_CLOUD_ACCESS_KEY_ID")  
  accessKeySecret := os.Getenv("ALIBABA_CLOUD_ACCESS_KEY_SECRET")
  // 初始化配置对象 &openapi.Config。Config对象存放AccessKeyId、AccessKeySecret、Endpoint等配置。
  config := &openapi.Config{
    AccessKeyId: tea.String(accessKeyId),
    AccessKeySecret: tea.String(accessKeySecret)
	}
	// 访问的域名
	config.Endpoint = tea.String("objectdet.cn-shanghai.aliyuncs.com")
	client, err := objectdet20191230.NewClient(config)
	if err != nil {
		panic(err)
	}
	// 场景一，使用本地文件
	//file, err := os.Open("/tmp/DetectObject.jpg")
	//if err != nil {
	//	fmt.Println("can not open file", err)
	//	panic(err)
	//}
	//detectObjectAdvanceRequest := &objectdet20191230.DetectObjectAdvanceRequest{
	//	ImageURLObject: file,
	//}
	//场景二，使用任意可访问的url
	httpClient := http.Client{}
	file, _ := httpClient.Get("https://viapi-test-bj.oss-cn-beijing.aliyuncs.com/viapi-3.0domepic/objectdet/DetectObject/DetectObject1.jpg")
	detectObjectAdvanceRequest := &objectdet20191230.DetectObjectAdvanceRequest{
		ImageURLObject: file.Body,
	}
	runtime := &util.RuntimeOptions{}
	detectObjectAdvanceResponse, err := client.DetectObjectAdvance(detectObjectAdvanceRequest, runtime)
	if err != nil {
		// 获取整体报错信息
		fmt.Println(err.Error())
	} else {
		// 获取整体结果
		fmt.Println(detectObjectAdvanceResponse)
	}
}
// 安装依赖包
// dotnet add package AlibabaCloud.SDK.Objectdet20191230
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.Objectdet20191230.Models;
using Tea;
using Tea.Utils;

namespace AlibabaCloud.SDK.Sample
{
    public class Sample
    {
        /**
            * 使用AK&SK初始化账号Client
            * @param accessKeyId
            * @param accessKeySecret
            * @return Client
            * @throws Exception
        */
        public static AlibabaCloud.SDK.Objectdet20191230.Client CreateClient(string accessKeyId, string accessKeySecret)
        {
            AlibabaCloud.OpenApiClient.Models.Config config = new AlibabaCloud.OpenApiClient.Models.Config
            {
                AccessKeyId = accessKeyId,
                AccessKeySecret = accessKeySecret,
            };
            // 访问的域名
            config.Endpoint = "objectdet.cn-shanghai.aliyuncs.com";
            return new AlibabaCloud.SDK.Objectdet20191230.Client(config);
        }
        public static void Main(string[] args)
        {
            // 创建AccessKey ID和AccessKey Secret，请参考https://help.aliyun.com/document_detail/175144.html
            // 如果您使用的是RAM用户的AccessKey，还需要为子账号授予权限AliyunVIAPIFullAccess，请参考https://help.aliyun.com/document_detail/145025.html
            // 从环境变量读取配置的AccessKey ID和AccessKey Secret。运行代码示例前必须先配置环境变量。
            AlibabaCloud.SDK.Objectdet20191230.Client client = CreateClient(System.Environment.GetEnvironmentVariable("ALIBABA_CLOUD_ACCESS_KEY_ID"), System.Environment.GetEnvironmentVariable("ALIBABA_CLOUD_ACCESS_KEY_SECRET"));
            AlibabaCloud.SDK.Objectdet20191230.Models.DetectObjectAdvanceRequest detectObjectAdvanceRequest = new AlibabaCloud.SDK.Objectdet20191230.Models.DetectObjectAdvanceRequest
            ();
            // 场景一，使用本地文件
            // System.IO.StreamReader fileA = new System.IO.StreamReader(@"/tmp/DetectObject1.jpg");
            // detectObjectAdvanceRequest.ImageURLObject = fileA.BaseStream;

            // 场景二，使用任意可访问的url
            HttpWebRequest request = (HttpWebRequest)WebRequest.Create("https://viapi-test-bj.oss-cn-beijing.aliyuncs.com/viapi-3.0domepic/objectdet/DetectObject/DetectObject1.jpg");
            WebResponse response = request.GetResponse();
            Stream stream = response.GetResponseStream();
            detectObjectAdvanceRequest.ImageURLObject = stream;

            AlibabaCloud.TeaUtil.Models.RuntimeOptions runtime = new AlibabaCloud.TeaUtil.Models.RuntimeOptions();
            try
            {
                AlibabaCloud.SDK.Objectdet20191230.Models.DetectObjectResponse detectObjectResponse = client.DetectObjectAdvance(detectObjectAdvanceRequest, runtime);
                // 获取整体结果
                Console.WriteLine(AlibabaCloud.TeaUtil.Common.ToJSONString(detectObjectResponse.Body));
                // 获取单个字段
                Console.WriteLine(AlibabaCloud.TeaUtil.Common.ToJSONString(detectObjectResponse.Body.Data));
            }
            catch (TeaException error)
            {
                // 如有需要，请打印 error
                AlibabaCloud.TeaUtil.Common.AssertAsString(error.Message);
            }
            catch (Exception _error)
            {
                TeaException error = new TeaException(new Dictionary<string, object>
                {
                    { "message", _error.Message }
                });
                // 如有需要，请打印 error
                Console.WriteLine(error.Message);
            }
        }
    }
}
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