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| 1 | +package io.flutter.plugins.firebasemlvision; |
| 2 | + |
| 3 | +import android.graphics.Point; |
| 4 | +import android.graphics.Rect; |
| 5 | +import android.support.annotation.NonNull; |
| 6 | +import com.google.android.gms.tasks.OnFailureListener; |
| 7 | +import com.google.android.gms.tasks.OnSuccessListener; |
| 8 | +import com.google.firebase.ml.vision.FirebaseVision; |
| 9 | +import com.google.firebase.ml.vision.common.FirebaseVisionImage; |
| 10 | +import com.google.firebase.ml.vision.text.FirebaseVisionText; |
| 11 | +import com.google.firebase.ml.vision.text.FirebaseVisionTextRecognizer; |
| 12 | +import com.google.firebase.ml.vision.text.RecognizedLanguage; |
| 13 | +import io.flutter.plugin.common.MethodChannel; |
| 14 | +import java.util.ArrayList; |
| 15 | +import java.util.HashMap; |
| 16 | +import java.util.List; |
| 17 | +import java.util.Map; |
| 18 | + |
| 19 | +public class TextRecognizer implements Detector { |
| 20 | + public static final TextRecognizer instance = new TextRecognizer(); |
| 21 | + |
| 22 | + private TextRecognizer() {} |
| 23 | + |
| 24 | + @Override |
| 25 | + public void handleDetection( |
| 26 | + FirebaseVisionImage image, Map<String, Object> options, final MethodChannel.Result result) { |
| 27 | + FirebaseVisionTextRecognizer textRecognizer = |
| 28 | + FirebaseVision.getInstance().getOnDeviceTextRecognizer(); |
| 29 | + textRecognizer |
| 30 | + .processImage(image) |
| 31 | + .addOnSuccessListener( |
| 32 | + new OnSuccessListener<FirebaseVisionText>() { |
| 33 | + @Override |
| 34 | + public void onSuccess(FirebaseVisionText firebaseVisionText) { |
| 35 | + Map<String, Object> visionTextData = new HashMap<>(); |
| 36 | + visionTextData.put("text", firebaseVisionText.getText()); |
| 37 | + |
| 38 | + List<Map<String, Object>> allBlockData = new ArrayList<>(); |
| 39 | + for (FirebaseVisionText.TextBlock block : firebaseVisionText.getTextBlocks()) { |
| 40 | + Map<String, Object> blockData = new HashMap<>(); |
| 41 | + addData( |
| 42 | + blockData, |
| 43 | + block.getBoundingBox(), |
| 44 | + block.getConfidence(), |
| 45 | + block.getCornerPoints(), |
| 46 | + block.getRecognizedLanguages(), |
| 47 | + block.getText()); |
| 48 | + |
| 49 | + List<Map<String, Object>> allLineData = new ArrayList<>(); |
| 50 | + for (FirebaseVisionText.Line line : block.getLines()) { |
| 51 | + Map<String, Object> lineData = new HashMap<>(); |
| 52 | + addData( |
| 53 | + lineData, |
| 54 | + line.getBoundingBox(), |
| 55 | + line.getConfidence(), |
| 56 | + line.getCornerPoints(), |
| 57 | + line.getRecognizedLanguages(), |
| 58 | + line.getText()); |
| 59 | + |
| 60 | + List<Map<String, Object>> allElementData = new ArrayList<>(); |
| 61 | + for (FirebaseVisionText.Element element : line.getElements()) { |
| 62 | + Map<String, Object> elementData = new HashMap<>(); |
| 63 | + addData( |
| 64 | + elementData, |
| 65 | + element.getBoundingBox(), |
| 66 | + element.getConfidence(), |
| 67 | + element.getCornerPoints(), |
| 68 | + element.getRecognizedLanguages(), |
| 69 | + element.getText()); |
| 70 | + |
| 71 | + allElementData.add(elementData); |
| 72 | + } |
| 73 | + lineData.put("elements", allElementData); |
| 74 | + allLineData.add(lineData); |
| 75 | + } |
| 76 | + blockData.put("lines", allLineData); |
| 77 | + allBlockData.add(blockData); |
| 78 | + } |
| 79 | + |
| 80 | + visionTextData.put("blocks", allBlockData); |
| 81 | + result.success(visionTextData); |
| 82 | + } |
| 83 | + }) |
| 84 | + .addOnFailureListener( |
| 85 | + new OnFailureListener() { |
| 86 | + @Override |
| 87 | + public void onFailure(@NonNull Exception exception) { |
| 88 | + result.error("textRecognizerError", exception.getLocalizedMessage(), null); |
| 89 | + } |
| 90 | + }); |
| 91 | + } |
| 92 | + |
| 93 | + private void addData( |
| 94 | + Map<String, Object> addTo, |
| 95 | + Rect boundingBox, |
| 96 | + Float confidence, |
| 97 | + Point[] cornerPoints, |
| 98 | + List<RecognizedLanguage> languages, |
| 99 | + String text) { |
| 100 | + |
| 101 | + if (boundingBox != null) { |
| 102 | + addTo.put("left", boundingBox.left); |
| 103 | + addTo.put("top", boundingBox.top); |
| 104 | + addTo.put("width", boundingBox.width()); |
| 105 | + addTo.put("height", boundingBox.height()); |
| 106 | + } |
| 107 | + |
| 108 | + addTo.put("confidence", confidence == null ? null : (double) confidence); |
| 109 | + |
| 110 | + List<int[]> points = new ArrayList<>(); |
| 111 | + if (cornerPoints != null) { |
| 112 | + for (Point point : cornerPoints) { |
| 113 | + points.add(new int[] {point.x, point.y}); |
| 114 | + } |
| 115 | + } |
| 116 | + addTo.put("points", points); |
| 117 | + |
| 118 | + List<Map<String, Object>> allLanguageData = new ArrayList<>(); |
| 119 | + for (RecognizedLanguage language : languages) { |
| 120 | + Map<String, Object> languageData = new HashMap<>(); |
| 121 | + languageData.put("languageCode", language.getLanguageCode()); |
| 122 | + allLanguageData.add(languageData); |
| 123 | + } |
| 124 | + addTo.put("recognizedLanguages", allLanguageData); |
| 125 | + |
| 126 | + addTo.put("text", text); |
| 127 | + } |
| 128 | +} |
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