diff options
| author | AlisaLinUwU <alisalinuwu@gmail.com> | 2025-01-26 11:43:33 +0500 | 
|---|---|---|
| committer | AlisaLinUwU <alisalinuwu@gmail.com> | 2025-01-26 11:43:33 +0500 | 
| commit | a27c7763ed6a4f094ab65c49f176a2d9bde09f89 (patch) | |
| tree | 8c48e103f3bfc09d61ce2c231ba6d392221dbb0a /src/main/java/info/selflearner/ocr_telegram/util | |
Initializemain
Diffstat (limited to 'src/main/java/info/selflearner/ocr_telegram/util')
| -rw-r--r-- | src/main/java/info/selflearner/ocr_telegram/util/FileContentReader.java | 22 | ||||
| -rw-r--r-- | src/main/java/info/selflearner/ocr_telegram/util/OCR.java | 120 | 
2 files changed, 142 insertions, 0 deletions
diff --git a/src/main/java/info/selflearner/ocr_telegram/util/FileContentReader.java b/src/main/java/info/selflearner/ocr_telegram/util/FileContentReader.java new file mode 100644 index 0000000..34123c5 --- /dev/null +++ b/src/main/java/info/selflearner/ocr_telegram/util/FileContentReader.java @@ -0,0 +1,22 @@ +package info.selflearner.ocr_telegram.util; + +import java.io.File; +import java.io.FileReader; +import java.io.IOException; + +public class FileContentReader { + +    public static String read(File file) throws IOException { +        try(FileReader fileReader = new FileReader(file)) { +            StringBuilder content = new StringBuilder(); +            int nextChar; + +            while ((nextChar = fileReader.read()) != -1) { +                content.append((char) nextChar); +            } + +            return String.valueOf(content); +        } +    } + +} diff --git a/src/main/java/info/selflearner/ocr_telegram/util/OCR.java b/src/main/java/info/selflearner/ocr_telegram/util/OCR.java new file mode 100644 index 0000000..55e577f --- /dev/null +++ b/src/main/java/info/selflearner/ocr_telegram/util/OCR.java @@ -0,0 +1,120 @@ +package info.selflearner.ocr_telegram.util; + +import info.selflearner.ocr_telegram.exception.PassportNotFoundException; +import info.selflearner.ocr_telegram.model.Passport; +import net.sourceforge.tess4j.*; +import net.sourceforge.tess4j.util.LoadLibs; +import org.json.JSONArray; +import org.json.JSONObject; + +import javax.imageio.ImageIO; +import java.awt.*; +import java.awt.geom.AffineTransform; +import java.awt.image.AffineTransformOp; +import java.awt.image.BufferedImage; +import java.io.File; +import java.io.IOException; +import java.nio.file.Files; +import java.nio.file.Path; + +public class OCR { +    private static final ITesseract TESSERACT = new Tesseract(); + +    static { +        TESSERACT.setDatapath("src/main/resources/tessdata/"); +        TESSERACT.setVariable("user_defined_dpi", "300"); +        System.setProperty("java.library.path", LoadLibs.extractTessResources("win32-x86-64").getPath()); +    } + +    public static String perform(File file, String languages) throws TesseractException { +        TESSERACT.setLanguage(languages); +        String ocrResult = TESSERACT.doOCR(file); +        file.delete(); +        return ocrResult; +    } + +    public static Passport performPassport(File file) throws IOException, InterruptedException, PassportNotFoundException { +        for (int imageRotateAngle = 0; imageRotateAngle <= 270; imageRotateAngle += 90) { +            if (imageRotateAngle == 90) { +                System.out.println("Rotating image to 90 degrees..."); +                rotateImageVertically(file, true); +            } else if (imageRotateAngle == 180) { +                System.out.println("Rotating image to 180 degrees..."); +                rotateImageHorizontally(file); +            } else if (imageRotateAngle == 270) { +                System.out.println("Rotating image to 270 degrees..."); +                rotateImageVertically(file, false); +            } + +            Runtime.getRuntime().exec(new String[]{"surya_ocr", file.getPath(), "--results_dir", System.getProperty("java.io.tmpdir"), "--langs=en"}).waitFor(); +            JSONArray jsonTextLines = new JSONObject(Files.readAllLines(Path.of(System.getProperty("java.io.tmpdir"), "/", file.getName().split("\\.")[0], "/results.json")).getFirst()) +                    .getJSONArray(file.getName().split("\\.")[0]).getJSONObject(0).getJSONArray("text_lines"); +            int mrzStartingIndex = -1; + +            for (int arrayIndex = 0; arrayIndex < jsonTextLines.length() && mrzStartingIndex == -1; arrayIndex++) { +                if (jsonTextLines.getJSONObject(arrayIndex).getString("text").indexOf("P<") == 0) { +                    mrzStartingIndex = arrayIndex; +                } +            } + +            if (mrzStartingIndex != -1) { +                System.out.println("MRZ1: " + jsonTextLines.getJSONObject(mrzStartingIndex).getString("text")); +                System.out.println("MRZ2: " + jsonTextLines.getJSONObject(mrzStartingIndex + 1).getString("text")); +                try { +                    return new Passport(new String[]{jsonTextLines.getJSONObject(mrzStartingIndex).getString("text"), jsonTextLines.getJSONObject(mrzStartingIndex + 1).getString("text")}, +                            new int[]{(int) (jsonTextLines.getJSONObject(mrzStartingIndex).getDouble("confidence") * 100), (int) (jsonTextLines.getJSONObject(mrzStartingIndex + 1).getDouble("confidence") * 100)}); +                } catch (Exception _) { + +                } +            } +        } +        throw new PassportNotFoundException("Passport not found"); +    } + +    private static void rotateImageVertically(File image, boolean counterClockwise) throws IOException { +        BufferedImage bufferedImage = ImageIO.read(image); +        BufferedImage output = new BufferedImage(bufferedImage.getHeight(), bufferedImage.getWidth(), bufferedImage.getType()); + +        AffineTransform affineTransform = getAffineTransform(counterClockwise, bufferedImage); + +        AffineTransformOp affineTransformOp = new AffineTransformOp(affineTransform, AffineTransformOp.TYPE_BILINEAR); +        affineTransformOp.filter(bufferedImage, output); + +        ImageIO.write(output, "jpg", image); +    } + +    public static void rotateImageHorizontally(File image) throws IOException { +        BufferedImage imageToRotate = ImageIO.read(image); + +        int widthOfImage = imageToRotate.getWidth(); +        int heightOfImage = imageToRotate.getHeight(); +        int typeOfImage = imageToRotate.getType(); + +        BufferedImage output = new BufferedImage(widthOfImage, heightOfImage, typeOfImage); + +        Graphics2D graphics2D = output.createGraphics(); + +        graphics2D.rotate(Math.toRadians(180), widthOfImage / 2.0, heightOfImage / 2.0); +        graphics2D.drawImage(imageToRotate, null, 0, 0); + +        ImageIO.write(output, "jpg", image); +    } + +    private static AffineTransform getAffineTransform(boolean counterClockwise, BufferedImage bufferedImage) { +        int imageWidth = bufferedImage.getWidth(); +        int imageHeight = bufferedImage.getHeight(); + +        AffineTransform affineTransform = new AffineTransform(); +        affineTransform.rotate((!counterClockwise ? Math.PI : -Math.PI) / 2, imageWidth / 2.0, imageHeight / 2.0); + +        double offset = (imageWidth - imageHeight) / 2.0; +        if (!counterClockwise) { +            affineTransform.translate(offset, offset); +        } else { +            affineTransform.translate(-offset, -offset); +        } +        return affineTransform; +    } + +} +  |