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Diffstat (limited to 'src/main/java/info/selflearner/ocr_telegram/util/OCR.java')
-rw-r--r--src/main/java/info/selflearner/ocr_telegram/util/OCR.java120
1 files changed, 120 insertions, 0 deletions
diff --git a/src/main/java/info/selflearner/ocr_telegram/util/OCR.java b/src/main/java/info/selflearner/ocr_telegram/util/OCR.java
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+++ b/src/main/java/info/selflearner/ocr_telegram/util/OCR.java
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+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;
+ }
+
+}
+