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物體檢測

本文檔為您介紹物體檢測常用語言和常見情況的示例代碼。

說明
  • 您可以進入在線咨詢獲取在線人工幫助。

  • 阿里云視覺智能開放平臺視覺AI能力API接入、接口使用或問題咨詢等,請通過釘釘群(23109592)加入阿里云視覺智能開放平臺咨詢群聯(lián)系我們。

能力介紹

關于物體檢測的功能介紹以及具體調用參數(shù)說明,請參見物體檢測

SDK包安裝

常見語言的SDK依賴包信息,請參見SDK總覽

配置環(huán)境變量

配置環(huán)境變量ALIBABA_CLOUD_ACCESS_KEY_IDALIBABA_CLOUD_ACCESS_KEY_SECRET

重要
  • 阿里云賬號AccessKey擁有所有API的訪問權限,建議您使用RAM用戶進行API訪問或日常運維,具體操作,請參見創(chuàng)建RAM用戶

  • 請不要將AccessKey ID和AccessKey Secret保存到工程代碼里,否則可能導致AccessKey泄露,威脅您賬號下所有資源的安全。

  • Linux和macOS系統(tǒng)配置方法

    1. 在IntelliJ IDEA中打開終端Terminal。

    2. 執(zhí)行以下命令,配置環(huán)境變量。

      <access_key_id>需替換為您RAM用戶的AccessKey ID,<access_key_secret>替換為您RAM用戶的AccessKey Secret。如果后續(xù)需要進行更多權限相關的配置,具體操作請參見使用RAM Policy控制訪問權限

      export ALIBABA_CLOUD_ACCESS_KEY_ID=<access_key_id> 
      export ALIBABA_CLOUD_ACCESS_KEY_SECRET=<access_key_secret>
  • Windows系統(tǒng)配置方法

    新建環(huán)境變量文件,添加環(huán)境變量ALIBABA_CLOUD_ACCESS_KEY_IDALIBABA_CLOUD_ACCESS_KEY_SECRET,并寫入已準備好的AccessKey ID和AccessKey Secret。然后重啟Windows系統(tǒng)。本操作以Windows 10為例進行說明。

    1. 打開文件資源管理器,在此電腦上右鍵單擊屬性。

    2. 在右側導航欄,單擊高級系統(tǒng)配置

    3. 系統(tǒng)屬性對話框的高級頁簽下,單擊環(huán)境變量

    4. 環(huán)境變量對話框中,單擊新建(W)image.png

    5. 在彈出的新建系統(tǒng)變量對話框中,添加環(huán)境變量ALIBABA_CLOUD_ACCESS_KEY_IDALIBABA_CLOUD_ACCESS_KEY_SECRET,并寫入已準備好的AccessKey ID和AccessKey Secret。

    6. 重啟Windows系統(tǒng),使配置生效。

示例代碼

文件在上海地域OSS

/*
引入依賴包
<!-- 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 {
        /*
          初始化配置對象com.aliyun.teaopenapi.models.Config
          Config對象存放 AccessKeyId、AccessKeySecret、endpoint等配置
         */
         com.aliyun.teaopenapi.models.Config config = new com.aliyun.teaopenapi.models.Config()
                .setAccessKeyId(accessKeyId)
                .setAccessKeySecret(accessKeySecret);
        // 訪問的域名
        config.endpoint = "objectdet.cn-shanghai.aliyuncs.com";
        return new com.aliyun.objectdet20191230.Client(config);
    }

    public static void main(String[] args_) throws Exception {
        // 創(chuàng)建AccessKey ID和AccessKey Secret,請參考http://bestwisewords.com/document_detail/175144.html
        // 如果您使用的是RAM用戶的AccessKey,還需要為子賬號授予權限AliyunVIAPIFullAccess,請參考http://bestwisewords.com/document_detail/145025.html
        // 從環(huán)境變量讀取配置的AccessKey ID和AccessKey Secret。運行代碼示例前必須先配置環(huán)境變量。
        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);
            // 獲取整體結果。
            System.out.println(com.aliyun.teautil.Common.toJSONString(TeaModel.buildMap(detectObjectResponse)));
            // 獲取單個字段。
            System.out.println(detectObjectResponse.getBody());
        } catch (com.aliyun.tea.TeaException teaException) {
            // 獲取整體報錯信息。
            System.out.println(com.aliyun.teautil.Common.toJSONString(teaException));
            // 獲取單個字段。
            System.out.println(teaException.getCode());
        }
    }
}
# -*- coding: utf-8 -*-
# 引入依賴包
# 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(
  # 創(chuàng)建AccessKey ID和AccessKey Secret,請參考http://bestwisewords.com/document_detail/175144.html
  # 如果您用的是RAM用戶的AccessKey,還需要為RAM用戶授予權限AliyunVIAPIFullAccess,請參考http://bestwisewords.com/document_detail/145025.html
  # 從環(huán)境變量讀取配置的AccessKey ID和AccessKey Secret。運行代碼示例前必須先配置環(huán)境變量。
  access_key_id=os.environ.get('ALIBABA_CLOUD_ACCESS_KEY_ID'),
  access_key_secret=os.environ.get('ALIBABA_CLOUD_ACCESS_KEY_SECRET'),
  # 訪問的域名
  endpoint='objectdet.cn-shanghai.aliyuncs.com',
  # 訪問的域名對應的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)
  # 獲取整體結果
  print(response.body)
except Exception as error:
  # 獲取整體報錯信息
  print(error)
  # 獲取單個字段
  print(error.code)
<?php

//安裝依賴包
//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初始化賬號Client
     * @param string $accessKeyId
     * @param string $accessKeySecret
     * @return Objectdet Client
     */
    public static function createClient($accessKeyId, $accessKeySecret){
        //初始化配置對象Darabonba\OpenApi\Models\Config。
        //Config對象存放accessKeyId、accessKeySecret、endpoint等配置
        $config = new Config([
            "accessKeyId" => $accessKeyId,
            "accessKeySecret" => $accessKeySecret
        ]);
        // 訪問的域名
        $config->endpoint = "objectdet.cn-shanghai.aliyuncs.com";
        return new Objectdet($config);
    }

    /**
     * @param string[] $args
     * @return void
     */
    public static function main($args){
        // 創(chuàng)建AccessKey ID和AccessKey Secret,請參考http://bestwisewords.com/document_detail/175144.html
        // 如果您使用的是RAM用戶的AccessKey,還需要為子賬號授予權限AliyunVIAPIFullAccess,請參考http://bestwisewords.com/document_detail/145025.html
        // 從環(huán)境變量讀取配置的AccessKey ID和AccessKey Secret。運行代碼示例前必須先配置環(huán)境變量。
        $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, $runtime);
            # 獲取整體結果
            echo Utils::toJSONString($resp->body);
        } catch (Exception $exception) {
            # 獲取整體報錯信息
            echo Utils::toJSONString($exception);
            # 獲取單個字段
            echo $exception->getCode();
        }
    }
}
$path = __DIR__ . \DIRECTORY_SEPARATOR . '..' . \DIRECTORY_SEPARATOR . 'vendor' . \DIRECTORY_SEPARATOR . 'autoload.php';
if (file_exists($path)) {
    require_once $path;
}
//$argv是預留的數(shù)組入?yún)?shù),無實際意義,無需進行修改
DetectObject::main(array_slice($argv, 1));
// 安裝依賴包
// 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({
  // 創(chuàng)建AccessKey ID和AccessKey Secret,請參考http://bestwisewords.com/document_detail/175144.html。
  // 如果您用的是RAM用戶AccessKey,還需要為RAM用戶授予權限AliyunVIAPIFullAccess,請參考http://bestwisewords.com/document_detail/145025.html。
  // 從環(huán)境變量讀取配置的AccessKey ID和AccessKey Secret。運行示例前必須先配置環(huán)境變量。 
  accessKeyId: process.env.ALIBABA_CLOUD_ACCESS_KEY_ID,   
  accessKeySecret: process.env.ALIBABA_CLOUD_ACCESS_KEY_SECRET
});
// 訪問的域名
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) {
    // 獲取整體結果
    console.log(detectObjectResponse);
    // 獲取單個字段
    console.log(detectObjectResponse.body.data);
  }, function (error) {
    // 獲取整體報錯信息
    console.log(error);
    // 獲取單個字段
    console.log(error.data.Code);
  })
/**
依賴github.com/alibabacloud-go/objectdet-20191230/v2
建議使用go mod tidy安裝依賴
*/

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() {
  // 從環(huán)境變量讀取配置的AccessKey ID
  // 運行示例前必須先配置環(huán)境變量  
  // 創(chuàng)建AccessKey ID和AccessKey Secret,請參考http://bestwisewords.com/document_detail/175144.html。
  // 如果您用的是RAM用戶的AccessKey,還需要為RAM用戶授予權限AliyunVIAPIFullAccess,請參考http://bestwisewords.com/document_detail/145025.html。
  // 從環(huán)境變量讀取配置的AccessKey ID和AccessKey Secret。運行示例前必須先配置環(huán)境變量。  
  accessKeyId := os.Getenv("ALIBABA_CLOUD_ACCESS_KEY_ID")  
  accessKeySecret := os.Getenv("ALIBABA_CLOUD_ACCESS_KEY_SECRET")
  // 初始化配置對象 &openapi.Config。Config對象存放AccessKeyId、AccessKeySecret、Endpoint等配置。
  config := &openapi.Config{
    AccessKeyId: tea.String(accessKeyId),
    AccessKeySecret: tea.String(accessKeySecret)
	}
	// 訪問的域名
	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 {
		// 獲取整體報錯信息
		fmt.Println(err.Error())
	} else {
		// 獲取整體結果
		fmt.Println(detectObjectResponse)
	}
}
// 安裝依賴包
// 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初始化賬號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,
            };
            // 訪問的域名
            config.Endpoint = "objectdet.cn-shanghai.aliyuncs.com";
            return new AlibabaCloud.SDK.Objectdet20191230.Client(config);
        }
        public static void Main(string[] args)
        {
            // 創(chuàng)建AccessKey ID和AccessKey Secret,請參考http://bestwisewords.com/document_detail/175144.html
            // 如果您使用的是RAM用戶的AccessKey,還需要為子賬號授予權限AliyunVIAPIFullAccess,請參考http://bestwisewords.com/document_detail/145025.html
            // 從環(huán)境變量讀取配置的AccessKey ID和AccessKey Secret。運行代碼示例前必須先配置環(huán)境變量。
            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);
                // 獲取整體結果
                Console.WriteLine(AlibabaCloud.TeaUtil.Common.ToJSONString(detectObjectResponse.Body));
                // 獲取單個字段
                Console.WriteLine(AlibabaCloud.TeaUtil.Common.ToJSONString(detectObjectResponse.Body.Data));
            }
            catch (TeaException error)
            {
                // 如有需要,請打印 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,請打印 error
                Console.WriteLine(error.Message);
            }
        }
    }
}

文件在本地或可訪問的URL

/*
引入依賴包
<!-- 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 {
        /*
          初始化配置對象com.aliyun.teaopenapi.models.Config
          Config對象存放 AccessKeyId、AccessKeySecret、endpoint等配置
         */
         com.aliyun.teaopenapi.models.Config config = new com.aliyun.teaopenapi.models.Config()
                .setAccessKeyId(accessKeyId)
                .setAccessKeySecret(accessKeySecret);
        // 訪問的域名
        config.endpoint = "objectdet.cn-shanghai.aliyuncs.com";
        return new com.aliyun.objectdet20191230.Client(config);
    }

    public static void main(String[] args_) throws Exception {
        // 創(chuàng)建AccessKey ID和AccessKey Secret,請參考http://bestwisewords.com/document_detail/175144.html
        // 如果您使用的是RAM用戶的AccessKey,還需要為子賬號授予權限AliyunVIAPIFullAccess,請參考http://bestwisewords.com/document_detail/145025.html
        // 從環(huán)境變量讀取配置的AccessKey ID和AccessKey Secret。運行代碼示例前必須先配置環(huán)境變量。
        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);
        // 場景一,使用本地文件
        // InputStream inputStream = new FileInputStream(new File("/tmp/DetectObject.jpg"));
        // 場景二,使用任意可訪問的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);
            // 獲取整體結果。
            System.out.println(com.aliyun.teautil.Common.toJSONString(TeaModel.buildMap(detectObjectAdvanceResponse)));
            // 獲取單個字段。
            System.out.println(detectObjectAdvanceResponse.getBody());
        } catch (com.aliyun.tea.TeaException teaException) {
            // 獲取整體報錯信息。
            System.out.println(com.aliyun.teautil.Common.toJSONString(teaException));
            // 獲取單個字段。
            System.out.println(teaException.getCode());
        }
    }
}
# -*- coding: utf-8 -*-
# 引入依賴包
# 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(
  # 創(chuàng)建AccessKey ID和AccessKey Secret,請參考http://bestwisewords.com/document_detail/175144.html
  # 如果您用的是RAM用戶的AccessKey,還需要為RAM用戶授予權限AliyunVIAPIFullAccess,請參考http://bestwisewords.com/document_detail/145025.html
  # 從環(huán)境變量讀取配置的AccessKey ID和AccessKey Secret。運行代碼示例前必須先配置環(huán)境變量。
  access_key_id=os.environ.get('ALIBABA_CLOUD_ACCESS_KEY_ID'),
  access_key_secret=os.environ.get('ALIBABA_CLOUD_ACCESS_KEY_SECRET'),
  # 訪問的域名
  endpoint='objectdet.cn-shanghai.aliyuncs.com',
  # 訪問的域名對應的region
  region_id='cn-shanghai'
)
#場景一:文件在本地
#img = open(r'/tmp/DetectObject1.jpg', 'rb')
#場景二:使用任意可訪問的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)
  # 獲取整體結果
  print(response.body)
except Exception as error:
  # 獲取整體報錯信息
  print(error)
  # 獲取單個字段
  print(error.code)
<?php

//安裝依賴包
//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初始化賬號Client
     * @param string $accessKeyId
     * @param string $accessKeySecret
     * @return Objectdet Client
     */
    public static function createClient($accessKeyId, $accessKeySecret){
        //初始化配置對象Darabonba\OpenApi\Models\Config。
        //Config對象存放accessKeyId、accessKeySecret、endpoint等配置
        $config = new Config([
            "accessKeyId" => $accessKeyId,
            "accessKeySecret" => $accessKeySecret
        ]);
        // 訪問的域名
        $config->endpoint = "objectdet.cn-shanghai.aliyuncs.com";
        return new Objectdet($config);
    }

    /**
     * @param string[] $args
     * @return void
     */
    public static function main($args){
        // 創(chuàng)建AccessKey ID和AccessKey Secret,請參考http://bestwisewords.com/document_detail/175144.html
        // 如果您使用的是RAM用戶的AccessKey,還需要為子賬號授予權限AliyunVIAPIFullAccess,請參考http://bestwisewords.com/document_detail/145025.html
        // 從環(huán)境變量讀取配置的AccessKey ID和AccessKey Secret。運行代碼示例前必須先配置環(huán)境變量。
        $accessKeyId = getenv('ALIBABA_CLOUD_ACCESS_KEY_ID');
        $accessKeySecret = getenv('ALIBABA_CLOUD_ACCESS_KEY_SECRET'); 
        $client = self::createClient($accessKeyId, $accessKeySecret);
        // 場景一,使用本地文件
        //$file = fopen('/tmp/DetectObject1.jpg', 'rb');
        //$stream = new Stream($file);
        // 場景二,使用任意可訪問的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, $runtime);
            # 獲取整體結果
            echo Utils::toJSONString($resp->body);
        } catch (Exception $exception) {
            # 獲取整體報錯信息
            echo Utils::toJSONString($exception);
            # 獲取單個字段
            echo $exception->getCode();
        }
    }
}
$path = __DIR__ . \DIRECTORY_SEPARATOR . '..' . \DIRECTORY_SEPARATOR . 'vendor' . \DIRECTORY_SEPARATOR . 'autoload.php';
if (file_exists($path)) {
    require_once $path;
}
//$argv是預留的數(shù)組入?yún)?shù),無實際意義,無需進行修改
DetectObjectAdvance::main(array_slice($argv, 1));
// 安裝依賴包
// 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({
  // 創(chuàng)建AccessKey ID和AccessKey Secret,請參考http://bestwisewords.com/document_detail/175144.html。
  // 如果您用的是RAM用戶AccessKey,還需要為RAM用戶授予權限AliyunVIAPIFullAccess,請參考http://bestwisewords.com/document_detail/145025.html。
  // 從環(huán)境變量讀取配置的AccessKey ID和AccessKey Secret。運行示例前必須先配置環(huán)境變量。 
  accessKeyId: process.env.ALIBABA_CLOUD_ACCESS_KEY_ID,   
  accessKeySecret: process.env.ALIBABA_CLOUD_ACCESS_KEY_SECRET
});
// 訪問的域名
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();
    // 場景一,使用本地文件
    const fileStream = fs.createReadStream('/tmp/DetectObject1.jpg');
    detectObjectAdvanceRequest.imageURLObject = fileStream;
    // 場景二,使用任意可訪問的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) {
        // 獲取整體結果
        console.log(detectObjectResponse);
        // 獲取單個字段
        console.log(detectObjectResponse.body.data);
      }, function(error) {
        // 獲取整體報錯信息
        console.log(error);
        // 獲取單個字段
        console.log(error.data.Code);
      })
  } catch (error) {
    console.log(error);
  }
}();
/**
依賴github.com/alibabacloud-go/objectdet-20191230/v2
建議使用go mod tidy安裝依賴
*/

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() {
  // 從環(huán)境變量讀取配置的AccessKey ID
  // 運行示例前必須先配置環(huán)境變量  
  // 創(chuàng)建AccessKey ID和AccessKey Secret,請參考http://bestwisewords.com/document_detail/175144.html。
  // 如果您用的是RAM用戶的AccessKey,還需要為RAM用戶授予權限AliyunVIAPIFullAccess,請參考http://bestwisewords.com/document_detail/145025.html。
  // 從環(huán)境變量讀取配置的AccessKey ID和AccessKey Secret。運行示例前必須先配置環(huán)境變量。  
  accessKeyId := os.Getenv("ALIBABA_CLOUD_ACCESS_KEY_ID")  
  accessKeySecret := os.Getenv("ALIBABA_CLOUD_ACCESS_KEY_SECRET")
  // 初始化配置對象 &openapi.Config。Config對象存放AccessKeyId、AccessKeySecret、Endpoint等配置。
  config := &openapi.Config{
    AccessKeyId: tea.String(accessKeyId),
    AccessKeySecret: tea.String(accessKeySecret)
	}
	// 訪問的域名
	config.Endpoint = tea.String("objectdet.cn-shanghai.aliyuncs.com")
	client, err := objectdet20191230.NewClient(config)
	if err != nil {
		panic(err)
	}
	// 場景一,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,
	//}
	//場景二,使用任意可訪問的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 {
		// 獲取整體報錯信息
		fmt.Println(err.Error())
	} else {
		// 獲取整體結果
		fmt.Println(detectObjectAdvanceResponse)
	}
}
// 安裝依賴包
// 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初始化賬號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,
            };
            // 訪問的域名
            config.Endpoint = "objectdet.cn-shanghai.aliyuncs.com";
            return new AlibabaCloud.SDK.Objectdet20191230.Client(config);
        }
        public static void Main(string[] args)
        {
            // 創(chuàng)建AccessKey ID和AccessKey Secret,請參考http://bestwisewords.com/document_detail/175144.html
            // 如果您使用的是RAM用戶的AccessKey,還需要為子賬號授予權限AliyunVIAPIFullAccess,請參考http://bestwisewords.com/document_detail/145025.html
            // 從環(huán)境變量讀取配置的AccessKey ID和AccessKey Secret。運行代碼示例前必須先配置環(huán)境變量。
            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
            ();
            // 場景一,使用本地文件
            // System.IO.StreamReader fileA = new System.IO.StreamReader(@"/tmp/DetectObject1.jpg");
            // detectObjectAdvanceRequest.ImageURLObject = fileA.BaseStream;

            // 場景二,使用任意可訪問的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);
                // 獲取整體結果
                Console.WriteLine(AlibabaCloud.TeaUtil.Common.ToJSONString(detectObjectResponse.Body));
                // 獲取單個字段
                Console.WriteLine(AlibabaCloud.TeaUtil.Common.ToJSONString(detectObjectResponse.Body.Data));
            }
            catch (TeaException error)
            {
                // 如有需要,請打印 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,請打印 error
                Console.WriteLine(error.Message);
            }
        }
    }
}