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Object Storage Service:QR code recognition

Last Updated:Jan 16, 2025

You can use the QR code recognition feature to detect the positions and content of one or more QR codes or barcodes from image files, such as photos and screenshots, and return the position information and text information that the codes convey. This topic describes the parameters that you can specify to use QR code recognition and provides an example on how to detect QR codes in an image.

Overview

You can use the QR code recognition feature to detect the positions and content of one or more QR codes or barcodes from image files, such as photos and screenshots, and return the position information and text information that the codes convey. The position information contains the upper-left corner x-axis, upper-left corner y-axis, width, and height, as shown in the following figure.

figqcode11

You can use the QR code recognition feature to implement QR code or barcode scanning and reading in your business applications. You can also develop features to block or pixelate QR codes or barcodes in images based on the QR code recognition feature.

Scenarios

  • Pay by using QR codes: Payers can scan a QR code to complete payments.

  • Marketing and advertising by using QR codes: Marketers and advertisers can add QR codes to posters and product packaging to promote products.

Prerequisites

  • Intelligent Media Management (IMM) is activated. For more information, see Activate IMM.

  • An IMM project is bound to a bucket. For more information about how to bind an IMM project to a bucket in the Object Storage Service (OSS) console, see Get started. For more information about how to bind a bucket to an IMM project by using the IMM API, see AttachOSSBucket.

Usage notes

  • QR code recognition supports only synchronous processing (x-oss-process).

  • If an image has multiple QR codes, the maximum number of QR codes that can be identified is five.

  • Anonymous access will be denied.

  • You must have the required permissions to use the feature. For more information, see permissions.

Parameters

Action: image/codes

Note

For more information about the response parameters, see DetectImageCodes.

Examples

Use OSS SDKs

The following sample code provides examples on how to detect QR codes in an image by using OSS SDKs for common programming languages. If you want to detect QR codes in an image by using OSS SDKs for other programming languages, modify the parameters based on the following sample code.

Java

OSS SDK for Java 3.17.4 or later is required.

import com.aliyun.oss.ClientBuilderConfiguration;
import com.aliyun.oss.OSS;
import com.aliyun.oss.OSSClientBuilder;
import com.aliyun.oss.common.auth.CredentialsProviderFactory;
import com.aliyun.oss.common.auth.EnvironmentVariableCredentialsProvider;
import com.aliyun.oss.common.comm.SignVersion;
import com.aliyun.oss.model.OSSObject;
import com.aliyun.oss.model.GetObjectRequest;
import com.aliyuncs.exceptions.ClientException;

import java.io.ByteArrayOutputStream;
import java.io.IOException;

public class Demo {
    public static void main(String[] args) throws ClientException, ClientException {
        // Specify the endpoint of the region in which the bucket is located. 
        String endpoint = "https://oss-cn-hangzhou.aliyuncs.com";
        // Specify the region in which the bucket is located. Example: cn-hangzhou. 
        String region = "cn-hangzhou";
        // Obtain access credentials from environment variables. Before you run the sample code, make sure that the OSS_ACCESS_KEY_ID and OSS_ACCESS_KEY_SECRET environment variables are configured. 
        EnvironmentVariableCredentialsProvider credentialsProvider = CredentialsProviderFactory.newEnvironmentVariableCredentialsProvider();
        // Specify the name of the bucket. 
        String bucketName = "examplebucket";
        // If the image is stored in the root directory of the bucket, enter the image name. If the image is not stored in the root directory of the bucket, you must specify the full path of the image. Example: exampledir/example.jpg. 
        String key = "example.jpg";

        // Create an OSSClient instance. 
        ClientBuilderConfiguration clientBuilderConfiguration = new ClientBuilderConfiguration();
        clientBuilderConfiguration.setSignatureVersion(SignVersion.V4);
        OSS ossClient = OSSClientBuilder.create()
                .endpoint(endpoint)
                .credentialsProvider(credentialsProvider)
                .clientConfiguration(clientBuilderConfiguration)
                .region(region)
                .build();

        try {
            // Create a processing instruction to detect QR codes in an image. 
            GetObjectRequest getObjectRequest = new GetObjectRequest(bucketName, key);
            getObjectRequest.setProcess("image/codes");

            // Use the process parameter of the getObject method to pass the processing instruction. 
            OSSObject ossObject = ossClient.getObject(getObjectRequest);

            // Read and display the results. 
            ByteArrayOutputStream baos = new ByteArrayOutputStream();
            byte[] buffer = new byte[1024];
            int bytesRead;
            while ((bytesRead = ossObject.getObjectContent().read(buffer)) != -1) {
                baos.write(buffer, 0, bytesRead);
            }
            String imageCodes = baos.toString("UTF-8");
            System.out.println("Image Codes:");
            System.out.println(imageCodes);
        } catch (IOException e) {
            System.out.println("Error: " + e.getMessage());
        } finally {
            // Shut down the OSSClient instance. 
            ossClient.shutdown();
        }
    }
}

Python

OSS SDK for Python 2.18.4 or later is required.

# -*- coding: utf-8 -*-
import oss2
from oss2.credentials import EnvironmentVariableCredentialsProvider

# Obtain access credentials from environment variables. Before you run the sample code, make sure that the OSS_ACCESS_KEY_ID and OSS_ACCESS_KEY_SECRET environment variables are configured. 
auth = oss2.ProviderAuthV4(EnvironmentVariableCredentialsProvider())

# Specify the endpoint of the region in which the bucket is located. For example, if the bucket is located in the China (Hangzhou) region, set the endpoint to https://oss-cn-hangzhou.aliyuncs.com. 
endpoint = 'https://oss-cn-hangzhou.aliyuncs.com'
# Specify the ID of the Alibaba Cloud region in which the bucket is located. 
region = 'cn-hangzhou'
bucket = oss2.Bucket(auth, endpoint, 'examplebucket', region=region)

# If the image is stored in the root directory of the bucket, enter the image name. If the image is not stored in the root directory of the bucket, you must specify the full path of the image. Example: exampledir/example.jpg. 
key = 'example.jpg'

# Create a processing instruction to detect QR codes in an image. 
process = 'image/codes'

try:
    # Use the get_object method and pass the processing instruction by using the process parameter. 
    result = bucket.get_object(key, process=process)

    # Read and display the results. 
    image_codes = result.read().decode('utf-8')
    print("Image Codes:")
    print(image_codes)
except oss2.exceptions.OssError as e:
    print("Error:", e)

Go

OSS SDK for Go 3.0.2 or later is required.

package main

import (
	"fmt"
	"io"
	"os"

	"github.com/aliyun/aliyun-oss-go-sdk/oss"
)

func main() {
	// Obtain temporary access credentials from the environment variables. Before you run the sample code, make sure that the OSS_ACCESS_KEY_ID and OSS_ACCESS_KEY_SECRET environment variables are configured. 
	provider, err := oss.NewEnvironmentVariableCredentialsProvider()
	if err != nil {
		fmt.Println("Error:", err)
		os.Exit(-1)
	}
	// Create an OSSClient instance. 
	// Specify the endpoint of the region in which the bucket is located. For example, if the bucket is located in the China (Hangzhou) region, set the endpoint to https://oss-cn-hangzhou.aliyuncs.com. Specify your actual endpoint. 
	// Specify the ID of the Alibaba Cloud region in which the bucket is located. Example: cn-hangzhou. 
	client, err := oss.New("https://oss-cn-hangzhou.aliyuncs.com", "", "", oss.SetCredentialsProvider(&provider), oss.AuthVersion(oss.AuthV4), oss.Region("cn-hangzhou"))
	if err != nil {
		fmt.Println("Error:", err)
		os.Exit(-1)
	}
	// Specify the name of the bucket. Example: examplebucket. 
	bucketName := "examplebucket"

	bucket, err := client.Bucket(bucketName)
	if err != nil {
		fmt.Println("Error:", err)
		os.Exit(-1)
	}
	// If the image is stored in the root directory of the bucket, enter the image name. If the image is not stored in the root directory of the bucket, you must specify the full path of the image. Example: exampledir/example.jpg. 
	// Use the oss.Process method to create a processing instruction to detect QR codes in an image. 
	body, err := bucket.GetObject("example.jpg", oss.Process("image/codes"))
	if err != nil {
		fmt.Println("Error:", err)
		os.Exit(-1)
	}

	defer body.Close()

	data, err := io.ReadAll(body)
	if err != nil {
		fmt.Println("Error:", err)
		os.Exit(-1)
	}
	fmt.Println("data:", string(data))
}

PHP

OSS SDK for PHP 2.7.0 or later is required.

<?php
if (is_file(__DIR__ . '/../autoload.php')) {
    require_once __DIR__ . '/../autoload.php';
}
if (is_file(__DIR__ . '/../vendor/autoload.php')) {
    require_once __DIR__ . '/../vendor/autoload.php';
}
use OSS\Credentials\EnvironmentVariableCredentialsProvider;
use OSS\OssClient;

try {
    // Obtain access credentials from environment variables. Before you run the sample code, make sure that the OSS_ACCESS_KEY_ID and OSS_ACCESS_KEY_SECRET environment variables are configured. 
    $provider = new EnvironmentVariableCredentialsProvider(); 
    // Specify the endpoint of the region in which the bucket is located. For example, if the bucket is located in the China (Hangzhou) region, set the endpoint to https://oss-cn-hangzhou.aliyuncs.com. 
    $endpoint = 'https://oss-cn-hangzhou.aliyuncs.com';
    // Specify the name of the bucket. Example: examplebucket. 
    $bucket = 'examplebucket';
    // If the image is stored in the root directory of the bucket, enter the image name. If the image is not stored in the root directory of the bucket, you must specify the full path of the image. Example: exampledir/example.jpg. 
    $key = 'example.jpg'; 

    $config = array(
        "provider" => $provider,
        "endpoint" => $endpoint,        
        "signatureVersion" => OssClient::OSS_SIGNATURE_VERSION_V4,
        // Specify the ID of the Alibaba Cloud region in which the bucket is located. 
        "region" => "cn-hangzhou"
    );
    $ossClient = new OssClient($config);
  // Create a processing instruction to detect QR codes in an image. 
  $options[$ossClient::OSS_PROCESS] = "image/codes";
  $result = $ossClient->getObject($bucket,$key,$options);
  var_dump($result);
} catch (OssException $e) {
  printf($e->getMessage() . "\n");
  return;
}

Use the OSS API

If your business requires a high level of customization, you can directly call RESTful APIs. To directly call an API, you must include the signature calculation in your code. For more information about how to calculate the Authorization header, see (Recommended) Include a V4 signature in the Authorization header.

You can process images by specifying the x-oss-process parameter in the GetObject request. For more information, see GetObject.

Sample requests

GET /example.jpg?x-oss-process=image/codes HTTP/1.1
Host: image-demo.oss-cn-hangzhou.aliyuncs.com
Date: Fri, 21 Jul 2023 08:56:50 GMT
Authorization: SignatureValue

Sample success responses

HTTP/1.1 200 OK
Server: AliyunOSS
Date: Fri, 21 Jul 2023 08:56:52 GMT
Content-Type: application/json;charset=utf-8
Content-Length: 64
Connection: keep-alive
x-oss-request-id: 64BA48531253C5383707D5B3
ETag: "2CE2EA370531B7CC1D23BE6015CF5DA5"
Last-Modified: Mon, 10 Jul 2023 13:07:30 GMT
x-oss-object-type: Normal
x-oss-hash-crc64ecma: 13420962247653419692
x-oss-storage-class: Standard
x-oss-ec: 0048-00000104
Content-Disposition: attachment
x-oss-force-download: true
x-oss-server-time: 453

{
  "RequestId" : "3B7BD09F-18D8-56F0-90B7-889FBD9FFF70",
  "Codes": [
    {
      "Content": "https://www.aliyun.com/product/imm",
      "Boundary": {
        "Width": 741,
        "Height": 706,
        "Left": 460,
        "Top": 295,
      }
    }
  ]
}

FAQ

What do I do if an error is reported after I bind an IMM project to a bucket in the OSS console?

Cause: No quota is applied for the data processing capability of the new version of IMM.

Solution: Enable the data processing capability of the new version of IMM. When you access images in OSS, you must use signed URLs. For more information about the signature, see Signature methods.

  1. Log on to the OSS console.

  2. In the left-side navigation pane, choose Self-service Tools > More Tools.

  3. On the Quota Center tab, select the bucket for which you want to apply a quota.

  4. Click Apply for Quota next to Use GET Method to Use Data Processing Capabilities of New IMM Version.

  5. In the Apply for Quota message, click Confirm, and then click OK.