spring boot tesseract-ocr
时间: 2024-01-30 08:02:30 浏览: 281
Spring Boot与Tesseract-OCR结合使用可以实现图片识别文字的功能。下面是四种实现方式:
1. 使用Tesseract-OCR命令行工具
```java
import org.springframework.boot.CommandLineRunner;
import org.springframework.stereotype.Component;
@Component
public class TesseractOCRCommandLineRunner implements CommandLineRunner {
@Override
public void run(String... args) throws Exception {
// 调用Tesseract-OCR命令行工具进行图片识别文字
String command = "tesseract image.png output";
Process process = Runtime.getRuntime().exec(command);
process.waitFor();
}
}
```
2. 使用Tesseract-OCR的Java API
```java
import net.sourceforge.tess4j.Tesseract;
import net.sourceforge.tess4j.TesseractException;
import org.springframework.stereotype.Component;
@Component
public class TesseractOCRJavaAPI {
public String recognizeText(String imagePath) throws TesseractException {
Tesseract tesseract = new Tesseract();
tesseract.setDatapath("path/to/tessdata"); // 设置tessdata目录的路径
return tesseract.doOCR(new File(imagePath));
}
}
```
3. 使用Spring Boot集成的Tesseract-OCR Starter
在pom.xml文件中添加以下依赖:
```xml
<dependency>
<groupId>net.sourceforge.tess4j</groupId>
<artifactId>tess4j-spring-boot-starter</artifactId>
<version>4.5.1</version>
</dependency>
```
然后在代码中使用TesseractOCRService进行图片识别文字:
```java
import net.sourceforge.tess4j.TesseractException;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;
@Component
public class TesseractOCRService {
@Autowired
private TesseractOCR tesseractOCR;
public String recognizeText(String imagePath) throws TesseractException {
return tesseractOCR.doOCR(new File(imagePath));
}
}
```
4. 使用Spring Boot集成的Tesseract-OCR Starter和Spring Cloud Stream
在pom.xml文件中添加以下依赖:
```xml
<dependency>
<groupId>net.sourceforge.tess4j</groupId>
<artifactId>tess4j-spring-boot-starter</artifactId>
<version>4.5.1</version>
</dependency>
<dependency>
<groupId>org.springframework.cloud</groupId>
<artifactId>spring-cloud-stream-binder-kafka</artifactId>
</dependency>
```
然后在代码中使用TesseractOCRProcessor进行图片识别文字:
```java
import net.sourceforge.tess4j.TesseractException;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.cloud.stream.annotation.EnableBinding;
import org.springframework.cloud.stream.annotation.StreamListener;
import org.springframework.cloud.stream.messaging.Processor;
import org.springframework.messaging.handler.annotation.Payload;
import org.springframework.stereotype.Component;
@Component
@EnableBinding(Processor.class)
public class TesseractOCRProcessor {
@Autowired
private TesseractOCR tesseractOCR;
@StreamListener(Processor.INPUT)
public void processImage(@Payload byte[] imageBytes) throws TesseractException {
String text = tesseractOCR.doOCR(imageBytes);
// 处理识别到的文字
}
}
```
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