기존 빌드한 tresseract 에 한글 처리하는것을 구현해보도록 하겠습니다.
한글 데이터는 아래에서 받을 수 있습니다.
https://github.com/tesseract-ocr/tessdata/blob/master/kor.traineddata
기본 sample은 eng만 가능하였기때문에 여러언어를 사용하는 방법에 대해서 살펴보았습니다.
여러 언어를 사용하는 방법
http://stackoverflow.com/questions/16508796/how-can-i-use-multiple-language-support-on-android-with-tesseract
더하기로 연결해 주면 되네요. ^^;
baseApi.init(dataPath, "eng+kor");
수정 된 소스 입니다.
patch 형태
diff -r D:\work\android\ocr\tesseract2\SimpleAndroidOCRActivity_bak.java D:\work\android\ocr\tesseract2\Simple-Android-OCR-master\simpleAndroidOCR\src\main\java\com\datumdroid\android\ocr\simple\SimpleAndroidOCRActivity.java
37c37
< public static final String lang = "eng";
---
> public static final String lang = "eng+kor";
68c68,82
<
---
>
> String lang_one[] = lang.split("\\+");
> for(String one : lang_one) {
> dataCopy(one);
> }
>
> // _image = (ImageView) findViewById(R.id.image);
> _field = (EditText) findViewById(R.id.field);
> _button = (Button) findViewById(R.id.button);
> _button.setOnClickListener(new ButtonClickHandler());
>
> _path = DATA_PATH + "/ocr.jpg";
> }
>
> private void dataCopy(String one) {
73c87,88
< if (!(new File(DATA_PATH + "tessdata/" + lang + ".traineddata")).exists()) {
---
>
> if (!(new File(DATA_PATH + "tessdata/" + one + ".traineddata")).exists()) {
77c92
< InputStream in = assetManager.open("tessdata/" + lang + ".traineddata");
---
> InputStream in = assetManager.open("tessdata/" + one + ".traineddata");
80c95
< + "tessdata/" + lang + ".traineddata");
---
> + "tessdata/" + one + ".traineddata");
92,93c107,108
<
< Log.v(TAG, "Copied " + lang + " traineddata");
---
>
> Log.v(TAG, "Copied " + one + " traineddata");
95c110
< Log.e(TAG, "Was unable to copy " + lang + " traineddata " + e.toString());
---
> Log.e(TAG, "Was unable to copy " + one + " traineddata " + e.toString());
98,106d112
<
<
<
< // _image = (ImageView) findViewById(R.id.image);
< _field = (EditText) findViewById(R.id.field);
< _button = (Button) findViewById(R.id.button);
< _button.setOnClickListener(new ButtonClickHandler());
<
< _path = DATA_PATH + "/ocr.jpg";
226,228c232,234
< if ( lang.equalsIgnoreCase("eng") ) {
< recognizedText = recognizedText.replaceAll("[^a-zA-Z0-9]+", " ");
< }
---
> //if ( lang.equalsIgnoreCase("eng") ) {
> // recognizedText = recognizedText.replaceAll("[^a-zA-Z0-9]+", " ");
> //}
전체 소스 입니다.
package com.datumdroid.android.ocr.simple;
import java.io.File;
import java.io.FileInputStream;
import java.io.FileOutputStream;
import java.io.IOException;
import java.io.InputStream;
import java.io.OutputStream;
import java.util.zip.GZIPInputStream;
import android.app.Activity;
import android.content.Intent;
import android.content.res.AssetManager;
import android.graphics.Bitmap;
import android.graphics.BitmapFactory;
import android.graphics.Matrix;
import android.media.ExifInterface;
import android.net.Uri;
import android.os.Bundle;
import android.os.Environment;
import android.provider.MediaStore;
import android.util.Log;
import android.view.View;
import android.widget.Button;
import android.widget.EditText;
import com.googlecode.tesseract.android.TessBaseAPI;
public class SimpleAndroidOCRActivity extends Activity {
public static final String PACKAGE_NAME = "com.datumdroid.android.ocr.simple";
public static final String DATA_PATH = Environment
.getExternalStorageDirectory().toString() + "/SimpleAndroidOCR/";
// You should have the trained data file in assets folder
// You can get them at:
// http://code.google.com/p/tesseract-ocr/downloads/list
public static final String lang = "eng+kor";
private static final String TAG = "SimpleAndroidOCR.java";
protected Button _button;
// protected ImageView _image; protected EditText _field;
protected String _path;
protected boolean _taken;
protected static final String PHOTO_TAKEN = "photo_taken";
@Override public void onCreate(Bundle savedInstanceState) {
super.onCreate(savedInstanceState);
setContentView(R.layout.main);
String[] paths = new String[] { DATA_PATH, DATA_PATH + "tessdata/" };
for (String path : paths) {
File dir = new File(path);
if (!dir.exists()) {
if (!dir.mkdirs()) {
Log.v(TAG, "ERROR: Creation of directory " + path + " on sdcard failed");
return;
} else {
Log.v(TAG, "Created directory " + path + " on sdcard");
}
}
}
String lang_one[] = lang.split("\\+");
for(String one : lang_one) {
dataCopy(one);
}
// _image = (ImageView) findViewById(R.id.image);
_field = (EditText) findViewById(R.id.field);
_button = (Button) findViewById(R.id.button);
_button.setOnClickListener(new ButtonClickHandler());
_path = DATA_PATH + "/ocr.jpg";
}
private void dataCopy(String one) {
// lang.traineddata file with the app (in assets folder)
// You can get them at:
// http://code.google.com/p/tesseract-ocr/downloads/list
// This area needs work and optimization
if (!(new File(DATA_PATH + "tessdata/" + one + ".traineddata")).exists()) {
try {
AssetManager assetManager = getAssets();
InputStream in = assetManager.open("tessdata/" + one + ".traineddata");
//GZIPInputStream gin = new GZIPInputStream(in);
OutputStream out = new FileOutputStream(DATA_PATH
+ "tessdata/" + one + ".traineddata");
// Transfer bytes from in to out
byte[] buf = new byte[1024];
int len;
//while ((lenf = gin.read(buff)) > 0) {
while ((len = in.read(buf)) > 0) {
out.write(buf, 0, len);
}
in.close();
//gin.close();
out.close();
Log.v(TAG, "Copied " + one + " traineddata");
} catch (IOException e) {
Log.e(TAG, "Was unable to copy " + one + " traineddata " + e.toString());
}
}
}
public class ButtonClickHandler implements View.OnClickListener {
public void onClick(View view) {
Log.v(TAG, "Starting Camera app");
startCameraActivity();
}
}
// Simple android photo capture:
// http://labs.makemachine.net/2010/03/simple-android-photo-capture/
protected void startCameraActivity() {
File file = new File(_path);
Uri outputFileUri = Uri.fromFile(file);
final Intent intent = new Intent(MediaStore.ACTION_IMAGE_CAPTURE);
intent.putExtra(MediaStore.EXTRA_OUTPUT, outputFileUri);
startActivityForResult(intent, 0);
}
@Override protected void onActivityResult(int requestCode, int resultCode, Intent data) {
Log.i(TAG, "resultCode: " + resultCode);
if (resultCode == -1) {
onPhotoTaken();
} else {
Log.v(TAG, "User cancelled");
}
}
@Override protected void onSaveInstanceState(Bundle outState) {
outState.putBoolean(SimpleAndroidOCRActivity.PHOTO_TAKEN, _taken);
}
@Override protected void onRestoreInstanceState(Bundle savedInstanceState) {
Log.i(TAG, "onRestoreInstanceState()");
if (savedInstanceState.getBoolean(SimpleAndroidOCRActivity.PHOTO_TAKEN)) {
onPhotoTaken();
}
}
protected void onPhotoTaken() {
_taken = true;
BitmapFactory.Options options = new BitmapFactory.Options();
options.inSampleSize = 4;
Bitmap bitmap = BitmapFactory.decodeFile(_path, options);
try {
ExifInterface exif = new ExifInterface(_path);
int exifOrientation = exif.getAttributeInt(
ExifInterface.TAG_ORIENTATION,
ExifInterface.ORIENTATION_NORMAL);
Log.v(TAG, "Orient: " + exifOrientation);
int rotate = 0;
switch (exifOrientation) {
case ExifInterface.ORIENTATION_ROTATE_90:
rotate = 90;
break;
case ExifInterface.ORIENTATION_ROTATE_180:
rotate = 180;
break;
case ExifInterface.ORIENTATION_ROTATE_270:
rotate = 270;
break;
}
Log.v(TAG, "Rotation: " + rotate);
if (rotate != 0) {
// Getting width & height of the given image.
int w = bitmap.getWidth();
int h = bitmap.getHeight();
// Setting pre rotate
Matrix mtx = new Matrix();
mtx.preRotate(rotate);
// Rotating Bitmap
bitmap = Bitmap.createBitmap(bitmap, 0, 0, w, h, mtx, false);
}
// Convert to ARGB_8888, required by tess
bitmap = bitmap.copy(Bitmap.Config.ARGB_8888, true);
} catch (IOException e) {
Log.e(TAG, "Couldn't correct orientation: " + e.toString());
}
// _image.setImageBitmap( bitmap ); Log.v(TAG, "Before baseApi");
TessBaseAPI baseApi = new TessBaseAPI();
baseApi.setDebug(true);
baseApi.init(DATA_PATH, lang);
baseApi.setImage(bitmap);
String recognizedText = baseApi.getUTF8Text();
baseApi.end();
// You now have the text in recognizedText var, you can do anything with it.
// We will display a stripped out trimmed alpha-numeric version of it (if lang is eng)
// so that garbage doesn't make it to the display.
Log.v(TAG, "OCRED TEXT: " + recognizedText);
//if ( lang.equalsIgnoreCase("eng") ) {
// recognizedText = recognizedText.replaceAll("[^a-zA-Z0-9]+", " ");
//} recognizedText = recognizedText.trim();
if ( recognizedText.length() != 0 ) {
_field.setText(_field.getText().toString().length() == 0 ? recognizedText : _field.getText() + " " + recognizedText);
_field.setSelection(_field.getText().toString().length());
}
// Cycle done.
}
// www.Gaut.am was here
// Thanks for reading!}
실행 화면
결론은 그렇게 좋지는 않네요. 시간도 좀 걸리고.... 최적화라던가 이미지 처리하기위해서는 소스 검토가 필요해 보이네요.....
