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PHP Beginner’s Guide: From Getting Started with Alibaba Cloud OCR to Practical Application
Introduction:
With the development and application of artificial intelligence technology, OCR (Optical Character Recognition, optical character recognition) has become a lot of An integral part of the project. Alibaba Cloud OCR is a powerful cloud OCR service that can perform multiple functions such as image recognition, text extraction, and ID card recognition. This article will introduce how to use PHP to call Alibaba Cloud OCR service, and use a practical case to help beginners learn and apply OCR technology.
1. Understand Alibaba Cloud OCR and related terminology
Before we begin, let’s briefly understand the working principle and related terminology of Alibaba Cloud OCR.
Alibaba Cloud OCR: An image recognition service provided by Alibaba Cloud, which can recognize and extract text in images.
AccessKey and AccessKeySecret: used for authentication and authorization on Alibaba Cloud. Obtaining AccessKey and AccessKeySecret is a prerequisite for using Alibaba Cloud OCR service.
Application scenarios: Such as ID card recognition, bank card recognition, driver's license recognition, etc. There are detailed API documents online for reference.
2. Obtain AccessKey and AccessKeySecret
1. Log in to your Alibaba Cloud (https://www.aliyun.com/) account.
2. Enter the console and select "Access Key Management".
3. Click "New Access Key" to obtain AccessKey and AccessKeySecret.
3. Install and configure Alibaba Cloud SDK
1. Install Alibaba Cloud SDK through Composer:
composer require alibabacloud/sdk
2. Introduce Alibaba Cloud SDK into PHP code:
require_once 'vendor/autoload.php'; use AlibabaCloudClientAlibabaCloud; use AlibabaCloudClientExceptionClientException; use AlibabaCloudClientExceptionServerException;
3. Configure AccessKey and AccessKeySecret:
AlibabaCloud::accessKeyClient('your access key', 'your access key secret') ->regionId('cn-hangzhou') ->asDefaultClient();
In this way, we have successfully installed and configured the Alibaba Cloud SDK and can start calling the OCR service.
4. Use Alibaba Cloud OCR for text extraction
We take a picture containing text as an example to explain how to use Alibaba Cloud OCR for text extraction.
1. Create the PHP file ocr.php and introduce the necessary SDK files and configuration information.
require_once 'vendor/autoload.php'; use AlibabaCloudClientAlibabaCloud; use AlibabaCloudClientExceptionClientException; use AlibabaCloudClientExceptionServerException; // 配置AccessKey和AccessKeySecret AlibabaCloud::accessKeyClient('your access key', 'your access key secret') ->regionId('cn-hangzhou') ->asDefaultClient();
2. Write OCR code to call Alibaba Cloud OCR service to identify the text in the picture.
try { $result = AlibabaCloud::ocr() ->ocrGeneralAccurate() ->withImageUrl('https://example.com/image.jpg') ->request(); print_r($result->toArray()); } catch (ClientException $e) { echo $e->getErrorMessage(); } catch (ServerException $e) { echo $e->getErrorMessage(); }
In the above code, we use the ocrGeneralAccurate
method for general text recognition, pass in the URL of the image through the withImageUrl
method, and use request
Method to initiate a request and obtain the recognition result.
3. Execute the OCR code, obtain the text recognition results and output them.
try { $result = AlibabaCloud::ocr() ->ocrGeneralAccurate() ->withImageUrl('https://example.com/image.jpg') ->request(); // 输出识别结果 echo '识别结果:' . PHP_EOL; foreach ($result['Words']['Word'] as $word) { echo $word['Content'] . PHP_EOL; } } catch (ClientException $e) { echo $e->getErrorMessage(); } catch (ServerException $e) { echo $e->getErrorMessage(); }
5. Practical Case: License Plate Number Recognition
Take license plate number recognition as an example to demonstrate the application of OCR technology in practical applications.
1. Create the PHP file license_plate_recognition.php and introduce the necessary SDK files and configuration information.
2. Write the code for license plate number recognition.
try { $result = AlibabaCloud::ocr() ->vehicleLicense() ->withImageUrl('https://example.com/license_plate.jpg') ->request(); // 输出车牌号识别结果 echo '车牌号:' . $result['Config']['SideNumberContent'] . PHP_EOL; echo '识别成功!' . PHP_EOL; } catch (ClientException $e) { echo $e->getErrorMessage(); } catch (ServerException $e) { echo $e->getErrorMessage(); }
In the above code, we use the vehicleLicense
method to identify the license plate number, pass in the URL of the license plate number image through the withImageUrl
method, and use request
method to initiate a request and obtain the recognition result.
3. Execute the license plate number recognition code, obtain the license plate number and output it.
try { $result = AlibabaCloud::ocr() ->vehicleLicense() ->withImageUrl('https://example.com/license_plate.jpg') ->request(); // 输出车牌号识别结果 echo '车牌号:' . $result['Config']['SideNumberContent'] . PHP_EOL; echo '识别成功!' . PHP_EOL; } catch (ClientException $e) { echo $e->getErrorMessage(); } catch (ServerException $e) { echo $e->getErrorMessage(); }
6. Summary
This article introduces how to use PHP to call Alibaba Cloud OCR service, from simple text extraction to practical application of license plate number recognition cases. We hope that this beginner's guide can help readers quickly get started and apply OCR technology. In practical applications, we can flexibly use OCR technology according to project needs to provide users with more intelligent services.
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