How to integrate and use the intelligent image processing function of Baidu AI interface in Java projects

How to integrate and use the intelligent image processing function of Baidu AI interface in Java projects

Introduction:
With the rapid development of artificial intelligence, intelligent image processing It has been widely used in various fields. Baidu AI provides a series of powerful image processing functions, including image classification, image labeling, image search, text recognition, etc. This article will introduce how to integrate and use the intelligent image processing function of Baidu AI interface in a Java project, and provide relevant code examples.

Preliminary preparation:

1. Register a Baidu developer account, create an application, and obtain the API Key and Secret Key.
2. Download Baidu AI’s Java SDK and import it into the Java project.

Step 1: Import dependent libraries
Add the dependent libraries of Baidu AI SDK in the pom.xml file of the Java project, as shown below:

<dependency>
    <groupId>com.baidu.aip</groupId>
    <artifactId>java-sdk</artifactId>
    <version>4.6.0</version>
</dependency>

Step 2: Configuration API Key and Secret Key
Configure the API Key and Secret Key in the code, as shown below:

AipImageClassify client = new AipImageClassify("your_APP_ID", "your_API_KEY", "your_SECRET_KEY");

Step 3: Call the intelligent image processing interface
Call the corresponding interface provided by Baidu AI to implement intelligent imaging The processing function is as follows:

// 图像分类
JSONObject response = client.advancedGeneral("image.jpg", new HashMap<String, String>());
System.out.println(response.toString());

// 图像标签
response = client.objectDetect("image.jpg", new HashMap<String, String>());
System.out.println(response.toString());

// 图像搜索
response = client.similarSearch("image.jpg", new HashMap<String, String>());
System.out.println(response.toString());

// 文字识别
response = client.basicGeneral("image.jpg", new HashMap<String, String>());
System.out.println(response.toString());

Code explanation:

1. First create an instance of AipImageClassify, and pass in the API Key and Secret Key you applied for during initialization.
2. Then call different interface methods to implement different intelligent image processing functions. The first parameter is the image path to be processed, and the second parameter is other optional parameters.

Summary:
This article introduces how to integrate and use the intelligent image processing function of Baidu AI interface in a Java project. You can call different interfaces to implement functions such as image classification, image labeling, image search, and text recognition according to your own needs. I hope this article is helpful to you, and I wish you success in intelligent image processing!

Reference link:

1. Baidu AI official documentation: https://ai.baidu.com/docs
2. Baidu AI Java SDK: https://github .com/Baidu-AIP/java-sdk

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