Java | OCR

Setup

brew install tesseract

for support of other languages

brew install tesseract-lang

Using custom tessdata

Download trained tessdata for several languages and put them under folder, it could be located under resource folder or any other path outside of the application If folder is located under resource folder, use the next code

var tesseract = new Tesseract();
var tessdata = LoadLibs.extractTessResources("tessdata");
tesseract.setDatapath(tessdata.getAbsolutePath());

or if you know the absolute path, just write it in the setDataPath

var tesseract = new Tesseract();
tesseract.setDataPath("/opt/ocr/tessdata");

Under the folder you will have files with the next names:

deu.traineddata
eng.traineddata
osd.traineddata

the first part of the name is important, we will use for setting languages

Set language

The image that you will OCRing could contain one or multiple languages, in that case you will need to define which language is expected, by default eng is enabled

var tesseract = new Tesseract();
tesseract.setDataPath("/opt/ocr/tessdata");
// It means we expect that Deutschland or English languages will appear in the image
tesseract.setLanguage("deu+eng");

Get OCR result

The library tess4j supports multiple options to work with input content, it could be File or BufferedImage or ByteBuffer, also you could define do you want to extract the text from the whole file, or a concrete Bounding Box

var tesseract = new Tesseract();
tesseract.setDataPath("/opt/ocr/tessdata");
tesseract.setLanguage("deu+eng");
var inputImage = new File("/opt/exmaples/images/multi-language.png")
String fullPageResult = tesseract.doOcr(inputImage);
String rectangleResult = tesseract.doOcr(inputImage, new Rectangle(100, 100, 100, 100));

Troubleshooting

Unable to load library 'tesseract'

This one was resolved by providing the path to jna libraries system property

String libPath = "/usr/local/lib";
File libTess = new File(libPath, "libtesseract.dylib");
if (libTess.exists()) {
  String jnaLibPath = System.getProperty("jna.library.path");
  if (jnaLibPath == null) {
    System.setProperty("jna.library.path", libPath);
  } else {
    System.setProperty("jna.library.path", libPath + File.pathSeparator + jnaLibPath);
  }
} else {
  throw new RuntimeException(String.format("OCR: validate: Tesseract library not in /usr/local/lib"));
}

Links

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Last updated 3 years ago

hashtagSetup

hashtagUsing custom tessdata

hashtagSet language

hashtagGet OCR result

hashtagTroubleshooting

hashtagUnable to load library 'tesseract'

hashtagLinks