diff --git a/.github/ISSUE_TEMPLATE/BUG_ISSUE_TEMPLATE b/.github/ISSUE_TEMPLATE/BUG_ISSUE_TEMPLATE new file mode 100644 index 0000000..f38cf8c --- /dev/null +++ b/.github/ISSUE_TEMPLATE/BUG_ISSUE_TEMPLATE @@ -0,0 +1,19 @@ +--- +name: BUG FIX REQUEST +about: 프로젝트에서 발생한 버그를 기록해주세요 +title: "[BUG]" +labels: '' +assignees: '' + +--- + +**무슨 버그가 생겼는지 알려주세요** +A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] + +**가장 적합하다고 생각되는 해결 방안을 적어주세요** +A clear and concise description of what you want to happen. + +**해당 기능에 대한 대안이 있다면 함께 작성해주세용** +A clear and concise description of any alternative solutions or features you've considered. + +**참고 사항** diff --git a/.github/ISSUE_TEMPLATE/bug_report.md b/.github/ISSUE_TEMPLATE/bug_report.md new file mode 100644 index 0000000..ec17dd2 --- /dev/null +++ b/.github/ISSUE_TEMPLATE/bug_report.md @@ -0,0 +1,38 @@ +--- +name: Bug report +about: Create a report to help us improve +title: "[BUG]" +labels: bug +assignees: '' + +--- + +**Describe the bug** +A clear and concise description of what the bug is. + +**To Reproduce(버그가 일어나는 경우)** +Steps to reproduce the behavior: +1. Go to '...' +2. Click on '....' +3. Scroll down to '....' +4. See error + +**Expected behavior(정상적인 결과의 경우)** +A clear and concise description of what you expected to happen. + +**Screenshots(스크린샷)** +If applicable, add screenshots to help explain your problem. + +**Desktop (please complete the following information):** + - OS: [e.g. iOS] + - Browser [e.g. chrome, safari] + - Version [e.g. 22] + +**Smartphone (please complete the following information):** + - Device: [e.g. iPhone6] + - OS: [e.g. iOS8.1] + - Browser [e.g. stock browser, safari] + - Version [e.g. 22] + +**Additional context** +Add any other context about the problem here. diff --git a/.github/ISSUE_TEMPLATE/feature_request.md b/.github/ISSUE_TEMPLATE/feature_request.md new file mode 100644 index 0000000..78f3045 --- /dev/null +++ b/.github/ISSUE_TEMPLATE/feature_request.md @@ -0,0 +1,19 @@ +--- +name: Feature request +about: 프로젝트에 필요한 기능을 제안해주세요 +title: "[FEAT]" +labels: enhancement +assignees: '' + +--- + +**무슨 기능이 필요한지 알려주세요** +A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] + +**가장 적합하다고 생각되는 해결 방안을 적어주세요** +A clear and concise description of what you want to happen. + +**해당 기능에 대한 대안이 있다면 함께 작성해주세용** +A clear and concise description of any alternative solutions or features you've considered. + +**참고 사항** diff --git a/.github/ISSUE_TEMPLATE/task-issue-template.md b/.github/ISSUE_TEMPLATE/task-issue-template.md new file mode 100644 index 0000000..80e957a --- /dev/null +++ b/.github/ISSUE_TEMPLATE/task-issue-template.md @@ -0,0 +1,12 @@ +--- +name: task issue template +about: 할일 생기면 사용할 템플릿 +title: "[TASK]" +labels: '' +assignees: '' + +--- + +**할 일이 무엇인지 설명해주세요** + +**참고사항** diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..c9a9326 --- /dev/null +++ b/.gitignore @@ -0,0 +1,25 @@ +# 모델 파일 제외 +model/eng_hin.model +model/hin_eng.model + +# 경계 박스 JSON 파일 제외 +engBB.json +hinBB.json + +source_eng/*.jpg +source_hin/*.jpg + +# Diff_SceneTextEraser 폴더 무시 +Diff_SceneTextEraser/ + +# IndicTransToolkit 폴더 무시 +IndicTransToolkit/ +model/ + +__pycache__/ +cuda-keyring_1.0-1_all.deb +output/ +tmp/ + +*.ipynb +first_test/ \ No newline at end of file diff --git a/=2.1 b/=2.1 new file mode 100644 index 0000000..7521430 --- /dev/null +++ b/=2.1 @@ -0,0 +1,103 @@ +Collecting bitsandbytes + Using cached bitsandbytes-0.45.2-py3-none-manylinux_2_24_x86_64.whl.metadata (5.8 kB) +Collecting scipy + Using cached scipy-1.13.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (60 kB) +Collecting accelerate + Using cached accelerate-1.3.0-py3-none-any.whl.metadata (19 kB) +Collecting datasets + Using cached datasets-3.2.0-py3-none-any.whl.metadata (20 kB) +Collecting flash-attn + Using cached flash_attn-2.7.4.post1.tar.gz (6.0 MB) + Preparing metadata (setup.py): started + Preparing metadata (setup.py): finished with status 'done' +Requirement already satisfied: torch<3,>=2.0 in /home/han/anaconda3/envs/itv2_hf/lib/python3.9/site-packages (from bitsandbytes) (2.6.0+cu118) +Requirement 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transformers-4.48.3 tzdata-2025.1 uctools-1.3.0 urllib3-2.3.0 diff --git a/OCR/ENG_OCR/data/data_answer/answer_texts.xlsx b/OCR/ENG_OCR/data/data_answer/answer_texts.xlsx new file mode 100644 index 0000000..8f5bacf Binary files /dev/null and b/OCR/ENG_OCR/data/data_answer/answer_texts.xlsx differ diff --git a/OCR/ENG_OCR/data/data_answer/gt_100.txt b/OCR/ENG_OCR/data/data_answer/gt_100.txt new file mode 100644 index 0000000..530108f --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_100.txt @@ -0,0 +1,5 @@ +158 128 411 181 "Footpath" +443 128 501 169 "To" +64 200 363 243 "Colchester" +394 199 487 239 "and" +72 271 382 312 "Greenstead" diff --git a/OCR/ENG_OCR/data/data_answer/gt_101.txt b/OCR/ENG_OCR/data/data_answer/gt_101.txt new file mode 100644 index 0000000..35753cd --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_101.txt @@ -0,0 +1 @@ +176 189 456 274 "DELL" diff --git a/OCR/ENG_OCR/data/data_answer/gt_102.txt b/OCR/ENG_OCR/data/data_answer/gt_102.txt new file mode 100644 index 0000000..c5e5cbf --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_102.txt @@ -0,0 +1,7 @@ +602 292 610 302 "R" +27 467 128 479 "FOSTER'S" +279 468 380 479 "FOSTER'S" +524 461 621 478 "FOSTER'S" +272 120 415 256 "O" +321 157 363 215 "F" +82 284 577 368 "FOSTER'S" diff --git a/OCR/ENG_OCR/data/data_answer/gt_103.txt b/OCR/ENG_OCR/data/data_answer/gt_103.txt new file mode 100644 index 0000000..0bd4054 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_103.txt @@ -0,0 +1,4 @@ +112 111 332 143 "STIRLING" +350 107 524 138 "CASTLE" +68 281 298 315 "ARGYLL'S" +318 275 573 312 "LODGINGS" diff --git a/OCR/ENG_OCR/data/data_answer/gt_104.txt b/OCR/ENG_OCR/data/data_answer/gt_104.txt new file mode 100644 index 0000000..1a7c36f --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_104.txt @@ -0,0 +1,8 @@ +86 33 376 138 "GOOD" +79 155 217 202 "HOME" +242 157 382 205 "MADE" +87 221 372 324 "FOOD" +74 375 155 405 "CASK" +170 375 387 405 "CONDITIONED" +129 419 329 491 "ALES" +100 540 356 598 "GARDEN" diff --git a/OCR/ENG_OCR/data/data_answer/gt_105.txt b/OCR/ENG_OCR/data/data_answer/gt_105.txt new file mode 100644 index 0000000..078149a --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_105.txt @@ -0,0 +1,4 @@ +425 0 934 129 "SCOTTISH" +400 430 882 527 "NATIONAL" +389 837 783 941 "GALLERY" +376 1158 789 1274 "MODERN" diff --git a/OCR/ENG_OCR/data/data_answer/gt_106.txt b/OCR/ENG_OCR/data/data_answer/gt_106.txt new file mode 100644 index 0000000..f4307f9 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_106.txt @@ -0,0 +1,3 @@ +199 175 477 206 "Information" +296 233 484 267 "Tickets" +331 298 492 335 "Trains" diff --git a/OCR/ENG_OCR/data/data_answer/gt_107.txt b/OCR/ENG_OCR/data/data_answer/gt_107.txt new file mode 100644 index 0000000..5642680 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_107.txt @@ -0,0 +1,14 @@ +142 149 489 197 "DANGER" +64 212 438 257 "CONSTRUCTION" +467 214 567 256 "SITE" +116 275 190 315 "Risk" +211 276 243 316 "of" +266 276 399 317 "Serious" +421 277 522 323 "Injury" +152 334 321 376 "KEEP" +354 334 481 377 "OUT" +62 388 123 414 "AND" +142 390 218 415 "KEEP" +234 390 314 416 "YOUR" +333 389 481 416 "CHILDREN" +500 388 563 414 "OUT!" diff --git a/OCR/ENG_OCR/data/data_answer/gt_108.txt b/OCR/ENG_OCR/data/data_answer/gt_108.txt new file mode 100644 index 0000000..446d09b --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_108.txt @@ -0,0 +1,2 @@ +253 60 918 408 "arlboro" +260 434 750 520 "LIGHTS" diff --git a/OCR/ENG_OCR/data/data_answer/gt_109.txt b/OCR/ENG_OCR/data/data_answer/gt_109.txt new file mode 100644 index 0000000..9c040ca --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_109.txt @@ -0,0 +1,2 @@ +1137 1264 2093 1446 "SyncMaster" +2186 1284 2558 1431 "213T" diff --git a/OCR/ENG_OCR/data/data_answer/gt_110.txt b/OCR/ENG_OCR/data/data_answer/gt_110.txt new file mode 100644 index 0000000..afbaf8f --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_110.txt @@ -0,0 +1 @@ +15 218 620 289 "COLCHESTER" diff --git a/OCR/ENG_OCR/data/data_answer/gt_111.txt b/OCR/ENG_OCR/data/data_answer/gt_111.txt new file mode 100644 index 0000000..4a6c53c --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_111.txt @@ -0,0 +1 @@ +228 105 422 342 "D" diff --git a/OCR/ENG_OCR/data/data_answer/gt_112.txt b/OCR/ENG_OCR/data/data_answer/gt_112.txt new file mode 100644 index 0000000..64e0bd4 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_112.txt @@ -0,0 +1,7 @@ +67 254 242 291 "4B.528" +48 433 236 475 "4B.526" +57 606 232 643 "4B.524" +61 767 237 810 "4B.522" +443 546 558 585 "YOU" +593 549 710 586 "ARE" +745 551 900 588 "HERE" diff --git a/OCR/ENG_OCR/data/data_answer/gt_113.txt b/OCR/ENG_OCR/data/data_answer/gt_113.txt new file mode 100644 index 0000000..60401c4 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_113.txt @@ -0,0 +1 @@ +26 224 607 349 "CARLING" diff --git a/OCR/ENG_OCR/data/data_answer/gt_114.txt b/OCR/ENG_OCR/data/data_answer/gt_114.txt new file mode 100644 index 0000000..c09454f --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_114.txt @@ -0,0 +1 @@ +633 438 946 487 "RYANAIR" diff --git a/OCR/ENG_OCR/data/data_answer/gt_115.txt b/OCR/ENG_OCR/data/data_answer/gt_115.txt new file mode 100644 index 0000000..a66dfed --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_115.txt @@ -0,0 +1,2 @@ +1225 645 2100 852 "MultiSync" +2166 638 3185 783 "LCD2470WVX" diff --git a/OCR/ENG_OCR/data/data_answer/gt_116.txt b/OCR/ENG_OCR/data/data_answer/gt_116.txt new file mode 100644 index 0000000..aa80a45 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_116.txt @@ -0,0 +1 @@ +67 328 528 408 "CORAL" diff --git a/OCR/ENG_OCR/data/data_answer/gt_117.txt b/OCR/ENG_OCR/data/data_answer/gt_117.txt new file mode 100644 index 0000000..afdf0f1 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_117.txt @@ -0,0 +1,8 @@ +196 120 373 157 "Proceed" +136 170 227 203 "with" +254 162 436 198 "caution." +208 207 359 248 "Height" +140 265 258 298 "when" +288 256 429 293 "raised" +117 317 272 352 "115mm" +301 303 451 352 "(412)" diff --git a/OCR/ENG_OCR/data/data_answer/gt_118.txt b/OCR/ENG_OCR/data/data_answer/gt_118.txt new file mode 100644 index 0000000..9e6ef9c --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_118.txt @@ -0,0 +1,4 @@ +57 92 392 158 "professional" +52 168 365 288 "Java" +50 322 232 393 "Web" +258 321 617 394 "Services" diff --git a/OCR/ENG_OCR/data/data_answer/gt_119.txt b/OCR/ENG_OCR/data/data_answer/gt_119.txt new file mode 100644 index 0000000..a67ab5d --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_119.txt @@ -0,0 +1 @@ +233 1103 919 1181 "WAVEDOM" diff --git a/OCR/ENG_OCR/data/data_answer/gt_120.txt b/OCR/ENG_OCR/data/data_answer/gt_120.txt new file mode 100644 index 0000000..bc3c90e --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_120.txt @@ -0,0 +1,7 @@ +55 108 197 175 "USE" +223 106 433 173 "ONLY" +457 105 842 174 "DRI-WIPE" +871 109 1247 180 "MARKERS" +59 240 165 305 "ON" +194 240 443 308 "THESE" +473 241 809 311 "BOARDS" diff --git a/OCR/ENG_OCR/data/data_answer/gt_121.txt b/OCR/ENG_OCR/data/data_answer/gt_121.txt new file mode 100644 index 0000000..dea005e --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_121.txt @@ -0,0 +1,3 @@ +94 179 389 231 "Central" +157 245 327 317 "Tyre" +462 227 597 272 "M.O.T." diff --git a/OCR/ENG_OCR/data/data_answer/gt_122.txt b/OCR/ENG_OCR/data/data_answer/gt_122.txt new file mode 100644 index 0000000..96f2365 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_122.txt @@ -0,0 +1,3 @@ +261 157 421 183 "COLCHESTER" +265 203 426 248 "POST" +231 261 457 310 "OFFICE" diff --git a/OCR/ENG_OCR/data/data_answer/gt_123.txt b/OCR/ENG_OCR/data/data_answer/gt_123.txt new file mode 100644 index 0000000..f9f2f93 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_123.txt @@ -0,0 +1,8 @@ +1451 67 1770 128 "Knowledge" +1796 71 2177 129 "Management" +2200 70 2334 131 "(KM)" +930 1061 1004 1090 "2.10" +1596 551 1830 661 "Oleg" +1870 551 2306 638 "Rostanin" +1718 757 1913 846 "Asif" +1946 754 2319 844 "Shahab" diff --git a/OCR/ENG_OCR/data/data_answer/gt_124.txt b/OCR/ENG_OCR/data/data_answer/gt_124.txt new file mode 100644 index 0000000..739ca06 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_124.txt @@ -0,0 +1,3 @@ +138 173 355 201 "INVESTMENTS" +136 215 286 241 "PENSIONS" +134 254 328 282 "MORTGAGES" diff --git a/OCR/ENG_OCR/data/data_answer/gt_125.txt b/OCR/ENG_OCR/data/data_answer/gt_125.txt new file mode 100644 index 0000000..a21af66 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_125.txt @@ -0,0 +1 @@ +221 194 453 303 "PUSH" diff --git a/OCR/ENG_OCR/data/data_answer/gt_126.txt b/OCR/ENG_OCR/data/data_answer/gt_126.txt new file mode 100644 index 0000000..8b7d718 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_126.txt @@ -0,0 +1,20 @@ +370 548 829 781 "ESP" +1261 512 1580 759 "TO" +195 963 381 1006 "Experience" +393 965 447 1000 "the" +458 965 648 1002 "Revolution" +662 965 743 1002 "with" +757 964 893 1010 "Orange" +911 977 935 1000 "To" +944 976 1007 1000 "order" +1014 982 1067 1004 "your" +1074 976 1126 998 "v70e" +1136 981 1164 998 "on" +1174 974 1261 1004 "Orange" +1275 974 1357 1004 "please" +1367 974 1410 998 "call" +1422 973 1459 996 "150" +1467 971 1511 995 "and" +1519 974 1585 999 "press" +54 974 149 1000 "orange" +145 969 156 975 "TM" diff --git a/OCR/ENG_OCR/data/data_answer/gt_127.txt b/OCR/ENG_OCR/data/data_answer/gt_127.txt new file mode 100644 index 0000000..21a4776 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_127.txt @@ -0,0 +1,3 @@ +623 201 863 352 "go" +988 428 1497 515 "SONY" +921 175 1508 322 "create" diff --git a/OCR/ENG_OCR/data/data_answer/gt_128.txt b/OCR/ENG_OCR/data/data_answer/gt_128.txt new file mode 100644 index 0000000..5329cd9 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_128.txt @@ -0,0 +1,3 @@ +528 13 895 145 "Philips" +950 13 1193 117 "fisio" +1258 19 1549 128 "820e" diff --git a/OCR/ENG_OCR/data/data_answer/gt_129.txt b/OCR/ENG_OCR/data/data_answer/gt_129.txt new file mode 100644 index 0000000..9cb86b6 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_129.txt @@ -0,0 +1,2 @@ +1061 1133 1986 1307 "SyncMaster" +2077 1156 2438 1298 "213T" diff --git a/OCR/ENG_OCR/data/data_answer/gt_130.txt b/OCR/ENG_OCR/data/data_answer/gt_130.txt new file mode 100644 index 0000000..59e98b3 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_130.txt @@ -0,0 +1,7 @@ +340 928 557 992 "POCKET" +570 927 744 991 "FLASH" +747 778 956 914 "UPGRADE" +971 743 1106 799 "YOUR" +1129 733 1319 772 "DIGITAL" +1344 737 1459 786 "LIFE!" +1091 289 1497 355 "SAMSUNG" diff --git a/OCR/ENG_OCR/data/data_answer/gt_131.txt b/OCR/ENG_OCR/data/data_answer/gt_131.txt new file mode 100644 index 0000000..0423849 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_131.txt @@ -0,0 +1,3 @@ +240 69 395 150 "The" +174 192 457 278 "Albert" +302 369 491 428 "Beefeater" diff --git a/OCR/ENG_OCR/data/data_answer/gt_132.txt b/OCR/ENG_OCR/data/data_answer/gt_132.txt new file mode 100644 index 0000000..fbe61b2 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_132.txt @@ -0,0 +1,10 @@ +290 1550 690 1768 "We" +778 1531 1415 1760 "make" +1499 1594 2007 1754 "sure" +2091 1517 3027 1801 "nothing" +3101 1498 3887 1731 "stands" +280 1818 729 2055 "and" +814 1812 1224 2043 "the" +1306 1821 2619 2102 "equipment" +2689 1856 3130 2087 "you" +3217 1774 3870 2006 "need." diff --git a/OCR/ENG_OCR/data/data_answer/gt_133.txt b/OCR/ENG_OCR/data/data_answer/gt_133.txt new file mode 100644 index 0000000..cf8ca0a --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_133.txt @@ -0,0 +1,7 @@ +42 274 93 291 "Num" +41 302 93 320 "Lock" +305 268 362 290 "Caps" +307 297 358 314 "Lock" +554 263 609 280 "Scroll" +558 290 607 307 "Lock" +244 345 430 415 "Viglen" diff --git a/OCR/ENG_OCR/data/data_answer/gt_134.txt b/OCR/ENG_OCR/data/data_answer/gt_134.txt new file mode 100644 index 0000000..85e99b9 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_134.txt @@ -0,0 +1 @@ +684 16 1292 254 "Argos" diff --git a/OCR/ENG_OCR/data/data_answer/gt_135.txt b/OCR/ENG_OCR/data/data_answer/gt_135.txt new file mode 100644 index 0000000..a7579a0 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_135.txt @@ -0,0 +1 @@ +19 113 595 306 "J2SE" diff --git a/OCR/ENG_OCR/data/data_answer/gt_136.txt b/OCR/ENG_OCR/data/data_answer/gt_136.txt new file mode 100644 index 0000000..2cad8a7 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_136.txt @@ -0,0 +1 @@ +200 532 358 575 "FREEDOM" diff --git a/OCR/ENG_OCR/data/data_answer/gt_137.txt b/OCR/ENG_OCR/data/data_answer/gt_137.txt new file mode 100644 index 0000000..af1a8db --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_137.txt @@ -0,0 +1,6 @@ +70 157 276 203 "ESTATE" +311 165 535 209 "AGENTS" +254 247 439 281 "SAXONS" +191 380 282 398 "SAXONS" +293 383 381 399 "ESTATE" +392 385 483 400 "AGENTS" diff --git a/OCR/ENG_OCR/data/data_answer/gt_138.txt b/OCR/ENG_OCR/data/data_answer/gt_138.txt new file mode 100644 index 0000000..c3d67e7 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_138.txt @@ -0,0 +1 @@ +776 798 1123 893 "SMIRNOFF" diff --git a/OCR/ENG_OCR/data/data_answer/gt_139.txt b/OCR/ENG_OCR/data/data_answer/gt_139.txt new file mode 100644 index 0000000..faa03d3 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_139.txt @@ -0,0 +1,7 @@ +5 142 19 166 "E" +41 140 165 167 "ROUGH" +189 141 303 168 "GUIDE" +30 194 590 330 "Website" +164 338 590 452 "Directory" +9 442 106 478 "Angus" +119 447 140 474 "J." diff --git a/OCR/ENG_OCR/data/data_answer/gt_140.txt b/OCR/ENG_OCR/data/data_answer/gt_140.txt new file mode 100644 index 0000000..b05d5e1 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_140.txt @@ -0,0 +1,9 @@ +156 1967 549 2181 "We" +646 1939 1272 2166 "make" +1359 1986 1855 2142 "sure" +1947 1897 2857 2160 "nothing" +157 2238 592 2471 "and" +687 2228 1083 2451 "the" +1175 2208 2458 2491 "equipment" +2530 2231 2955 2450 "you" +3048 2137 3670 2364 "need." diff --git a/OCR/ENG_OCR/data/data_answer/gt_141.txt b/OCR/ENG_OCR/data/data_answer/gt_141.txt new file mode 100644 index 0000000..377dfce --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_141.txt @@ -0,0 +1,4 @@ +291 162 580 289 "FCA" +68 310 209 343 "Foster" +232 309 332 342 "Care" +352 307 580 341 "Associates" diff --git a/OCR/ENG_OCR/data/data_answer/gt_142.txt b/OCR/ENG_OCR/data/data_answer/gt_142.txt new file mode 100644 index 0000000..5ec9bd4 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_142.txt @@ -0,0 +1 @@ +14 195 613 290 "Portakabin" diff --git a/OCR/ENG_OCR/data/data_answer/gt_143.txt b/OCR/ENG_OCR/data/data_answer/gt_143.txt new file mode 100644 index 0000000..18be6a2 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_143.txt @@ -0,0 +1,2 @@ +196 269 307 333 "15'" +322 266 427 334 "3" diff --git a/OCR/ENG_OCR/data/data_answer/gt_144.txt b/OCR/ENG_OCR/data/data_answer/gt_144.txt new file mode 100644 index 0000000..c0b7713 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_144.txt @@ -0,0 +1,12 @@ +1883 439 2358 648 "2.17" +1517 698 1814 767 "Knowledge" +1838 716 2185 777 "Management" +2206 733 2324 793 "(KM)" +1667 1362 1776 1434 "Dr." +1820 1366 2045 1440 "Faisal" +2077 1369 2360 1446 "Shafait" +1303 1623 1627 1672 "Multimedia" +1652 1627 1886 1686 "Analysis" +1911 1629 2005 1674 "and" +2034 1629 2151 1675 "Data" +2179 1631 2357 1689 "Mining" diff --git a/OCR/ENG_OCR/data/data_answer/gt_145.txt b/OCR/ENG_OCR/data/data_answer/gt_145.txt new file mode 100644 index 0000000..a545652 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_145.txt @@ -0,0 +1,6 @@ +166 96 374 159 "Break" +166 174 352 247 "glass" +383 178 440 237 "in" +165 263 335 311 "case" +365 254 436 313 "of" +164 324 273 384 "fire" diff --git a/OCR/ENG_OCR/data/data_answer/gt_146.txt b/OCR/ENG_OCR/data/data_answer/gt_146.txt new file mode 100644 index 0000000..2af44c5 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_146.txt @@ -0,0 +1,4 @@ +52 224 247 264 "DISCOVER" +271 227 346 265 "THE" +371 229 473 269 "DARK" +499 231 587 267 "SIDE" diff --git a/OCR/ENG_OCR/data/data_answer/gt_147.txt b/OCR/ENG_OCR/data/data_answer/gt_147.txt new file mode 100644 index 0000000..10efe76 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_147.txt @@ -0,0 +1 @@ +339 358 967 563 "iiyama" diff --git a/OCR/ENG_OCR/data/data_answer/gt_148.txt b/OCR/ENG_OCR/data/data_answer/gt_148.txt new file mode 100644 index 0000000..1f1d530 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_148.txt @@ -0,0 +1,4 @@ +34 8 584 170 "ZUBROWKA" +55 604 279 744 "BISON" +343 590 591 745 "VODKA" +576 502 606 555 "1L" diff --git a/OCR/ENG_OCR/data/data_answer/gt_149.txt b/OCR/ENG_OCR/data/data_answer/gt_149.txt new file mode 100644 index 0000000..a7e3a08 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_149.txt @@ -0,0 +1 @@ +89 172 539 316 "ASDA" diff --git a/OCR/ENG_OCR/data/data_answer/gt_150.txt b/OCR/ENG_OCR/data/data_answer/gt_150.txt new file mode 100644 index 0000000..2026802 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_150.txt @@ -0,0 +1 @@ +79 182 567 342 "BAR" diff --git a/OCR/ENG_OCR/data/data_answer/gt_151.txt b/OCR/ENG_OCR/data/data_answer/gt_151.txt new file mode 100644 index 0000000..52b2a31 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_151.txt @@ -0,0 +1,8 @@ +219 170 283 184 "Drivers" +290 172 327 188 "stop" +335 170 374 184 "here" +237 192 271 206 "and" +279 194 334 210 "report" +340 194 356 206 "to" +213 214 315 230 "Warehouse" +323 213 378 228 "Office." diff --git a/OCR/ENG_OCR/data/data_answer/gt_152.txt b/OCR/ENG_OCR/data/data_answer/gt_152.txt new file mode 100644 index 0000000..3a68b86 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_152.txt @@ -0,0 +1,8 @@ +822 96 984 119 "essence" +1006 44 1061 131 "of" +956 161 1236 204 "computing" +379 363 499 403 "THE" +544 359 828 401 "ESSENCE" +872 358 949 398 "OF" +642 477 1167 538 "ARTIFICIAL" +596 589 1215 642 "INTELLIGENCE" diff --git a/OCR/ENG_OCR/data/data_answer/gt_153.txt b/OCR/ENG_OCR/data/data_answer/gt_153.txt new file mode 100644 index 0000000..a73f1c3 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_153.txt @@ -0,0 +1,2 @@ +2310 1245 2675 1388 "213T" +1273 1233 2218 1410 "SyncMaster" diff --git a/OCR/ENG_OCR/data/data_answer/gt_154.txt b/OCR/ENG_OCR/data/data_answer/gt_154.txt new file mode 100644 index 0000000..350e878 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_154.txt @@ -0,0 +1,4 @@ +154 236 262 256 "British" +279 237 336 256 "Red" +352 236 432 256 "Cross" +447 237 514 262 "Shop" diff --git a/OCR/ENG_OCR/data/data_answer/gt_155.txt b/OCR/ENG_OCR/data/data_answer/gt_155.txt new file mode 100644 index 0000000..5e27327 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_155.txt @@ -0,0 +1,4 @@ +88 260 536 336 "BEAVER84" +86 360 178 398 "TEL:" +200 358 341 398 "01268" +364 357 528 398 "530888" diff --git a/OCR/ENG_OCR/data/data_answer/gt_156.txt b/OCR/ENG_OCR/data/data_answer/gt_156.txt new file mode 100644 index 0000000..fb4207d --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_156.txt @@ -0,0 +1,6 @@ +63 30 343 108 "4.513B" +731 33 783 66 "2N" +258 193 712 271 "Computing" +324 292 642 354 "Service" +43 439 920 783 "HELP" +13 855 933 1185 "DESK" diff --git a/OCR/ENG_OCR/data/data_answer/gt_157.txt b/OCR/ENG_OCR/data/data_answer/gt_157.txt new file mode 100644 index 0000000..04fd9fa --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_157.txt @@ -0,0 +1 @@ +41 136 537 265 "Campus" diff --git a/OCR/ENG_OCR/data/data_answer/gt_158.txt b/OCR/ENG_OCR/data/data_answer/gt_158.txt new file mode 100644 index 0000000..85b1b96 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_158.txt @@ -0,0 +1,2 @@ +421 297 499 313 "CASTLE" +511 294 621 311 "CAMPBELL" diff --git a/OCR/ENG_OCR/data/data_answer/gt_159.txt b/OCR/ENG_OCR/data/data_answer/gt_159.txt new file mode 100644 index 0000000..21cbe93 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_159.txt @@ -0,0 +1,3 @@ +71 191 384 226 "Accommodation" +404 189 520 222 "Office" +77 262 237 301 "Nightline" diff --git a/OCR/ENG_OCR/data/data_answer/gt_160.txt b/OCR/ENG_OCR/data/data_answer/gt_160.txt new file mode 100644 index 0000000..e56e7b2 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_160.txt @@ -0,0 +1,2 @@ +6 60 527 105 "ESPANOL-INGLES" +2 118 530 163 "INGLES-ESPANOL" diff --git a/OCR/ENG_OCR/data/data_answer/gt_161.txt b/OCR/ENG_OCR/data/data_answer/gt_161.txt new file mode 100644 index 0000000..d7edaa3 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_161.txt @@ -0,0 +1 @@ +77 174 563 306 "B&H" diff --git a/OCR/ENG_OCR/data/data_answer/gt_162.txt b/OCR/ENG_OCR/data/data_answer/gt_162.txt new file mode 100644 index 0000000..67b005d --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_162.txt @@ -0,0 +1,4 @@ +229 451 509 508 "GEORGE" +534 454 836 510 "ORWELL" +917 451 1227 508 "ANIMAL" +1253 443 1482 505 "FARM" diff --git a/OCR/ENG_OCR/data/data_answer/gt_163.txt b/OCR/ENG_OCR/data/data_answer/gt_163.txt new file mode 100644 index 0000000..4253911 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_163.txt @@ -0,0 +1 @@ +46 216 599 271 "MIDDLEBOROUGH" diff --git a/OCR/ENG_OCR/data/data_answer/gt_164.txt b/OCR/ENG_OCR/data/data_answer/gt_164.txt new file mode 100644 index 0000000..4e2f3ad --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_164.txt @@ -0,0 +1,5 @@ +252 178 314 214 "No" +332 176 594 214 "admittance" +291 233 551 271 "Authorised" +248 291 481 339 "Personnel" +501 290 600 337 "only" diff --git a/OCR/ENG_OCR/data/data_answer/gt_165.txt b/OCR/ENG_OCR/data/data_answer/gt_165.txt new file mode 100644 index 0000000..57f588c --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_165.txt @@ -0,0 +1 @@ +101 147 587 371 "HEALTH" diff --git a/OCR/ENG_OCR/data/data_answer/gt_166.txt b/OCR/ENG_OCR/data/data_answer/gt_166.txt new file mode 100644 index 0000000..ad3d6c4 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_166.txt @@ -0,0 +1,17 @@ +238 69 318 89 "Town" +334 67 441 89 "Centre" +49 147 177 170 "Clacton" +227 145 282 168 "133" +406 218 527 242 "London" +407 252 607 277 "Chelmsford" +41 218 167 247 "Ipswich" +38 253 83 276 "Gt." +102 253 264 277 "Yarmouth" +27 336 173 362 "Harwich" +190 146 212 169 "A" +83 104 136 115 "Leisure" +147 103 193 115 "World" +82 121 173 134 "Rollerworld" +29 381 161 416 "(A120)" +34 291 135 325 "(A12)" +408 291 512 325 "(A12)" diff --git a/OCR/ENG_OCR/data/data_answer/gt_167.txt b/OCR/ENG_OCR/data/data_answer/gt_167.txt new file mode 100644 index 0000000..e41e80e --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_167.txt @@ -0,0 +1,11 @@ +77 9 164 96 "36" +191 26 224 91 "x" +247 7 334 92 "89" +837 0 893 83 "ls" +176 399 1184 577 "self-adhesive" +188 616 799 783 "address" +875 610 1306 781 "labels" +204 856 424 984 "250" +479 886 632 983 "on" +687 886 753 983 "a" +810 852 1021 983 "roll" diff --git a/OCR/ENG_OCR/data/data_answer/gt_168.txt b/OCR/ENG_OCR/data/data_answer/gt_168.txt new file mode 100644 index 0000000..7d0a566 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_168.txt @@ -0,0 +1 @@ +230 203 447 237 "Electrolux" diff --git a/OCR/ENG_OCR/data/data_answer/gt_169.txt b/OCR/ENG_OCR/data/data_answer/gt_169.txt new file mode 100644 index 0000000..2e88589 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_169.txt @@ -0,0 +1 @@ +1337 742 1955 837 "Panasonic" diff --git a/OCR/ENG_OCR/data/data_answer/gt_170.txt b/OCR/ENG_OCR/data/data_answer/gt_170.txt new file mode 100644 index 0000000..52a6df8 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_170.txt @@ -0,0 +1,3 @@ +27 6 149 71 "fresh" +25 168 209 259 "semi" +246 166 605 263 "skimmed" diff --git a/OCR/ENG_OCR/data/data_answer/gt_171.txt b/OCR/ENG_OCR/data/data_answer/gt_171.txt new file mode 100644 index 0000000..fd1f012 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_171.txt @@ -0,0 +1 @@ +48 233 583 318 "RENAULT" diff --git a/OCR/ENG_OCR/data/data_answer/gt_172.txt b/OCR/ENG_OCR/data/data_answer/gt_172.txt new file mode 100644 index 0000000..f9a5f3d --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_172.txt @@ -0,0 +1 @@ +124 221 516 292 "HOTEL" diff --git a/OCR/ENG_OCR/data/data_answer/gt_173.txt b/OCR/ENG_OCR/data/data_answer/gt_173.txt new file mode 100644 index 0000000..07065e5 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_173.txt @@ -0,0 +1,3 @@ +122 204 303 254 "DOLLAR" +316 207 422 254 "GOLF" +433 199 546 249 "CLUB" diff --git a/OCR/ENG_OCR/data/data_answer/gt_174.txt b/OCR/ENG_OCR/data/data_answer/gt_174.txt new file mode 100644 index 0000000..5d2914b --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_174.txt @@ -0,0 +1 @@ +1350 1776 3711 2134 "www.b4valu" diff --git a/OCR/ENG_OCR/data/data_answer/gt_175.txt b/OCR/ENG_OCR/data/data_answer/gt_175.txt new file mode 100644 index 0000000..58f339d --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_175.txt @@ -0,0 +1,5 @@ +78 395 104 410 "No" +112 395 192 414 "footway" +74 416 101 432 "for" +109 417 151 432 "450" +160 417 192 435 "yds" diff --git a/OCR/ENG_OCR/data/data_answer/gt_176.txt b/OCR/ENG_OCR/data/data_answer/gt_176.txt new file mode 100644 index 0000000..1021388 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_176.txt @@ -0,0 +1,7 @@ +81 120 331 167 "Seatrade" +354 123 530 170 "House" +78 218 217 243 "Seatrade" +230 219 492 245 "Communications" +506 225 543 245 "Ltd" +201 341 336 367 "Registered" +348 341 420 361 "Office" diff --git a/OCR/ENG_OCR/data/data_answer/gt_177.txt b/OCR/ENG_OCR/data/data_answer/gt_177.txt new file mode 100644 index 0000000..9f48acd --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_177.txt @@ -0,0 +1 @@ +62 161 525 301 "EXIT" diff --git a/OCR/ENG_OCR/data/data_answer/gt_178.txt b/OCR/ENG_OCR/data/data_answer/gt_178.txt new file mode 100644 index 0000000..a5f9b2c --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_178.txt @@ -0,0 +1,11 @@ +306 298 425 328 "WARNING!" +168 341 206 364 "LOW" +213 343 267 367 "FLYING" +274 346 310 368 "AND" +407 350 479 372 "AIRCRAFT" +180 376 231 399 "BLAST" +281 379 331 401 "CAUSE" +341 381 415 403 "PHYSICAL" +422 383 470 408 "INJURY" +238 378 274 400 "CAN" +317 347 401 371 "DEPARTING" diff --git a/OCR/ENG_OCR/data/data_answer/gt_179.txt b/OCR/ENG_OCR/data/data_answer/gt_179.txt new file mode 100644 index 0000000..3efa71b --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_179.txt @@ -0,0 +1,4 @@ +59 225 421 274 "WHATEVER" +447 222 561 266 "THE" +63 289 569 377 "WEATHER" +61 113 571 202 "SUMMER" diff --git a/OCR/ENG_OCR/data/data_answer/gt_180.txt b/OCR/ENG_OCR/data/data_answer/gt_180.txt new file mode 100644 index 0000000..db057f5 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_180.txt @@ -0,0 +1,6 @@ +140 90 413 179 "PLEASE" +135 195 232 277 "DO" +262 198 414 282 "NOT" +112 294 432 386 "DISTURB" +187 437 220 452 "...IM" +229 437 343 455 "RECOVERING!!" diff --git a/OCR/ENG_OCR/data/data_answer/gt_181.txt b/OCR/ENG_OCR/data/data_answer/gt_181.txt new file mode 100644 index 0000000..8a20522 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_181.txt @@ -0,0 +1,6 @@ +160 141 504 175 "PROFESSIONAL" +23 221 282 322 "Java" +322 213 618 296 "SOAP" +243 419 325 449 "Henry" +339 417 433 446 "Bequet" +31 440 80 449 "wrox" diff --git a/OCR/ENG_OCR/data/data_answer/gt_182.txt b/OCR/ENG_OCR/data/data_answer/gt_182.txt new file mode 100644 index 0000000..7419853 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_182.txt @@ -0,0 +1,3 @@ +13 573 76 594 "YOU" +88 570 150 591 "ARE" +42 600 124 623 "HERE" diff --git a/OCR/ENG_OCR/data/data_answer/gt_183.txt b/OCR/ENG_OCR/data/data_answer/gt_183.txt new file mode 100644 index 0000000..e5e8be9 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_183.txt @@ -0,0 +1,5 @@ +651 1322 1688 1503 "Unterschrift" +1751 1360 2559 1539 "Architekt" +1896 384 2224 539 "den" +2302 391 3125 564 "29.04.09" +505 344 1818 529 "Kaiserslautern" diff --git a/OCR/ENG_OCR/data/data_answer/gt_184.txt b/OCR/ENG_OCR/data/data_answer/gt_184.txt new file mode 100644 index 0000000..d41fb16 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_184.txt @@ -0,0 +1,2 @@ +60 149 406 198 "PANTENE" +245 216 379 246 "PRO-V" diff --git a/OCR/ENG_OCR/data/data_answer/gt_185.txt b/OCR/ENG_OCR/data/data_answer/gt_185.txt new file mode 100644 index 0000000..178496f --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_185.txt @@ -0,0 +1 @@ +54 182 552 320 "ESSEX" diff --git a/OCR/ENG_OCR/data/data_answer/gt_186.txt b/OCR/ENG_OCR/data/data_answer/gt_186.txt new file mode 100644 index 0000000..d958129 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_186.txt @@ -0,0 +1,2 @@ +25 223 227 297 "FREE" +267 231 610 304 "DELIVERY" diff --git a/OCR/ENG_OCR/data/data_answer/gt_187.txt b/OCR/ENG_OCR/data/data_answer/gt_187.txt new file mode 100644 index 0000000..9c64cd7 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_187.txt @@ -0,0 +1,4 @@ +190 130 404 181 "Please" +231 205 362 253 "lock" +171 277 268 323 "the" +291 278 421 335 "gate" diff --git a/OCR/ENG_OCR/data/data_answer/gt_188.txt b/OCR/ENG_OCR/data/data_answer/gt_188.txt new file mode 100644 index 0000000..c5253b6 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_188.txt @@ -0,0 +1,2 @@ +350 32 498 75 "POCKET" +509 33 620 74 "FLASH" diff --git a/OCR/ENG_OCR/data/data_answer/gt_189.txt b/OCR/ENG_OCR/data/data_answer/gt_189.txt new file mode 100644 index 0000000..ec70b5d --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_189.txt @@ -0,0 +1,2 @@ +129 74 390 114 "WALLACE" +107 588 423 629 "MONUMENT" diff --git a/OCR/ENG_OCR/data/data_answer/gt_190.txt b/OCR/ENG_OCR/data/data_answer/gt_190.txt new file mode 100644 index 0000000..dbe421d --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_190.txt @@ -0,0 +1,4 @@ +179 37 490 135 "SANYO" +182 329 473 379 "PROxtraX" +186 387 331 402 "MULTIMEDIA" +340 387 471 402 "PROJECTOR" diff --git a/OCR/ENG_OCR/data/data_answer/gt_191.txt b/OCR/ENG_OCR/data/data_answer/gt_191.txt new file mode 100644 index 0000000..743c4af --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_191.txt @@ -0,0 +1,2 @@ +1756 1294 2185 1353 "Verbandstoffe" +1536 1297 1737 1355 "HEPP" diff --git a/OCR/ENG_OCR/data/data_answer/gt_192.txt b/OCR/ENG_OCR/data/data_answer/gt_192.txt new file mode 100644 index 0000000..6b97e85 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_192.txt @@ -0,0 +1,2 @@ +13 206 619 312 "WHSmith" +109 452 180 465 "Summer" diff --git a/OCR/ENG_OCR/data/data_answer/gt_193.txt b/OCR/ENG_OCR/data/data_answer/gt_193.txt new file mode 100644 index 0000000..3531668 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_193.txt @@ -0,0 +1,8 @@ +40 62 592 185 "ARENA" +59 215 575 274 "COLCHESTER" +69 334 102 367 "AT" +118 329 179 364 "THE" +199 319 307 360 "HEART" +325 313 370 351 "OF" +387 304 451 345 "THE" +470 290 578 335 "TOWN!" diff --git a/OCR/ENG_OCR/data/data_answer/gt_194.txt b/OCR/ENG_OCR/data/data_answer/gt_194.txt new file mode 100644 index 0000000..8c88783 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_194.txt @@ -0,0 +1,3 @@ +94 156 439 230 "Station" +67 277 217 333 "car" +251 258 464 348 "park" diff --git a/OCR/ENG_OCR/data/data_answer/gt_195.txt b/OCR/ENG_OCR/data/data_answer/gt_195.txt new file mode 100644 index 0000000..423ef89 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_195.txt @@ -0,0 +1,3 @@ +187 140 789 256 "CLOCK" +70 286 913 408 "MUSEUM" +52 462 938 560 "TYMPERLEYS" diff --git a/OCR/ENG_OCR/data/data_answer/gt_196.txt b/OCR/ENG_OCR/data/data_answer/gt_196.txt new file mode 100644 index 0000000..3bf7294 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_196.txt @@ -0,0 +1,6 @@ +1200 777 2143 914 "RESERVED" +2205 755 2561 895 "FOR" +1172 977 2033 1105 "REGULAR" +2094 950 2602 1095 "HIWIS" +1428 1369 1961 1502 "Thank" +2012 1353 2367 1530 "you!" diff --git a/OCR/ENG_OCR/data/data_answer/gt_197.txt b/OCR/ENG_OCR/data/data_answer/gt_197.txt new file mode 100644 index 0000000..e16e5bb --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_197.txt @@ -0,0 +1,4 @@ +123 214 169 262 "The" +176 218 289 264 "SAD" +314 216 468 265 "SACK" +474 227 530 269 "Cafe" diff --git a/OCR/ENG_OCR/data/data_answer/gt_198.txt b/OCR/ENG_OCR/data/data_answer/gt_198.txt new file mode 100644 index 0000000..9b97008 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_198.txt @@ -0,0 +1,3 @@ +205 51 411 339 "hp" +108 392 511 447 "invent" +576 58 589 76 "R" diff --git a/OCR/ENG_OCR/data/data_answer/gt_199.txt b/OCR/ENG_OCR/data/data_answer/gt_199.txt new file mode 100644 index 0000000..78a7d6e --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_199.txt @@ -0,0 +1,3 @@ +120 49 546 157 "PROPER" +121 163 549 327 "FOOD" +122 329 546 434 "PRONTO" diff --git a/OCR/ENG_OCR/data/data_answer/gt_200.txt b/OCR/ENG_OCR/data/data_answer/gt_200.txt new file mode 100644 index 0000000..a6c640e --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_200.txt @@ -0,0 +1,8 @@ +0 176 153 267 "ve" +211 139 582 267 "Java" +2 304 351 390 "Language" +378 303 608 371 "Guide" +3 417 47 467 "by" +59 422 140 472 "Guy" +152 425 277 465 "Steele" +586 147 619 165 "TM" diff --git a/OCR/ENG_OCR/data/data_answer/gt_201.txt b/OCR/ENG_OCR/data/data_answer/gt_201.txt new file mode 100644 index 0000000..7b57806 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_201.txt @@ -0,0 +1,2 @@ +67 126 581 219 "DENTAL" +31 264 613 366 "SURGERY" diff --git a/OCR/ENG_OCR/data/data_answer/gt_202.txt b/OCR/ENG_OCR/data/data_answer/gt_202.txt new file mode 100644 index 0000000..b260845 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_202.txt @@ -0,0 +1,6 @@ +3 142 138 179 "ARENA" +166 140 351 177 "LEISURE" +383 137 608 175 "SERVICES" +203 215 384 253 "LIMITED" +123 293 315 337 "Registered" +345 293 468 332 "Office" diff --git a/OCR/ENG_OCR/data/data_answer/gt_203.txt b/OCR/ENG_OCR/data/data_answer/gt_203.txt new file mode 100644 index 0000000..86e8c7f --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_203.txt @@ -0,0 +1 @@ +52 119 546 301 "NHS" diff --git a/OCR/ENG_OCR/data/data_answer/gt_204.txt b/OCR/ENG_OCR/data/data_answer/gt_204.txt new file mode 100644 index 0000000..2fae52c --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_204.txt @@ -0,0 +1,2 @@ +55 226 428 300 "Stationery" +448 227 590 284 "Box" diff --git a/OCR/ENG_OCR/data/data_answer/gt_205.txt b/OCR/ENG_OCR/data/data_answer/gt_205.txt new file mode 100644 index 0000000..8c5543d --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_205.txt @@ -0,0 +1,7 @@ +652 229 1071 281 "OPERATING" +730 291 1007 343 "SYSTEM" +808 432 848 448 "Fifth" +859 432 925 447 "Edition" +730 867 1091 908 "SILBERSCHATZ" +807 915 1015 951 "GALVIN" +729 355 1043 407 "ONCEPTS" diff --git a/OCR/ENG_OCR/data/data_answer/gt_206.txt b/OCR/ENG_OCR/data/data_answer/gt_206.txt new file mode 100644 index 0000000..d91d229 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_206.txt @@ -0,0 +1,3 @@ +171 291 322 351 "ORDER" +344 292 465 351 "YOUR" +128 119 542 195 "ISUZU" diff --git a/OCR/ENG_OCR/data/data_answer/gt_207.txt b/OCR/ENG_OCR/data/data_answer/gt_207.txt new file mode 100644 index 0000000..2470200 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_207.txt @@ -0,0 +1,2 @@ +74 169 555 250 "Constantine" +193 255 434 336 "Room" diff --git a/OCR/ENG_OCR/data/data_answer/gt_208.txt b/OCR/ENG_OCR/data/data_answer/gt_208.txt new file mode 100644 index 0000000..86e0be4 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_208.txt @@ -0,0 +1,3 @@ +274 223 333 257 "No" +351 224 500 259 "mobile" +304 277 468 319 "phones" diff --git a/OCR/ENG_OCR/data/data_answer/gt_209.txt b/OCR/ENG_OCR/data/data_answer/gt_209.txt new file mode 100644 index 0000000..6e1d99d --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_209.txt @@ -0,0 +1,6 @@ +69 131 265 189 "Need" +295 150 338 190 "a" +371 133 620 208 "Brolly?" +67 252 97 263 "-" +114 221 264 285 "Just" +280 223 429 288 "Ask!" diff --git a/OCR/ENG_OCR/data/data_answer/gt_210.txt b/OCR/ENG_OCR/data/data_answer/gt_210.txt new file mode 100644 index 0000000..75b7465 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_210.txt @@ -0,0 +1,4 @@ +122 191 389 246 "RESERVED" +413 188 507 240 "FOR" +104 275 227 323 "CLUB" +252 267 529 322 "SECRETARY" diff --git a/OCR/ENG_OCR/data/data_answer/gt_211.txt b/OCR/ENG_OCR/data/data_answer/gt_211.txt new file mode 100644 index 0000000..018862a --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_211.txt @@ -0,0 +1 @@ +32 530 286 591 "Miralejo" diff --git a/OCR/ENG_OCR/data/data_answer/gt_212.txt b/OCR/ENG_OCR/data/data_answer/gt_212.txt new file mode 100644 index 0000000..85d5c85 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_212.txt @@ -0,0 +1 @@ +440 638 1273 804 "NatWest" diff --git a/OCR/ENG_OCR/data/data_answer/gt_213.txt b/OCR/ENG_OCR/data/data_answer/gt_213.txt new file mode 100644 index 0000000..eca512c --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_213.txt @@ -0,0 +1,5 @@ +35 120 390 222 "HSBC" +39 256 131 295 "The" +151 259 327 298 "world's" +350 261 461 300 "local" +484 262 602 301 "bank" diff --git a/OCR/ENG_OCR/data/data_answer/gt_214.txt b/OCR/ENG_OCR/data/data_answer/gt_214.txt new file mode 100644 index 0000000..7ffddda --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_214.txt @@ -0,0 +1,5 @@ +140 72 486 131 "Customer" +126 155 501 229 "Freephone" +109 242 341 304 "Private" +373 243 516 305 "Hire" +172 329 441 397 "Service" diff --git a/OCR/ENG_OCR/data/data_answer/gt_215.txt b/OCR/ENG_OCR/data/data_answer/gt_215.txt new file mode 100644 index 0000000..ff68a0e --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_215.txt @@ -0,0 +1 @@ +83 113 502 161 "PEDESTRIANS" diff --git a/OCR/ENG_OCR/data/data_answer/gt_216.txt b/OCR/ENG_OCR/data/data_answer/gt_216.txt new file mode 100644 index 0000000..4080b17 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_216.txt @@ -0,0 +1,2 @@ +700 167 951 217 "SUMMER" +1010 167 1177 222 "2002" diff --git a/OCR/ENG_OCR/data/data_answer/gt_217.txt b/OCR/ENG_OCR/data/data_answer/gt_217.txt new file mode 100644 index 0000000..c0189ac --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_217.txt @@ -0,0 +1 @@ +38 218 598 390 "HAIR" diff --git a/OCR/ENG_OCR/data/data_answer/gt_218.txt b/OCR/ENG_OCR/data/data_answer/gt_218.txt new file mode 100644 index 0000000..285932c --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_218.txt @@ -0,0 +1,2 @@ +1656 3 1714 42 "20" +1530 1144 1935 1236 "Panaso" diff --git a/OCR/ENG_OCR/data/data_answer/gt_219.txt b/OCR/ENG_OCR/data/data_answer/gt_219.txt new file mode 100644 index 0000000..62f3205 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_219.txt @@ -0,0 +1,3 @@ +167 123 480 176 "BEWARE" +97 202 525 257 "ALLIGATOR" +203 285 443 340 "TEETH" diff --git a/OCR/ENG_OCR/data/data_answer/gt_220.txt b/OCR/ENG_OCR/data/data_answer/gt_220.txt new file mode 100644 index 0000000..1177fc6 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_220.txt @@ -0,0 +1,5 @@ +396 401 939 519 "SORRY" +188 591 757 707 "TOILET" +808 593 1128 707 "OUT" +259 781 458 897 "OF" +513 781 1064 897 "ORDER" diff --git a/OCR/ENG_OCR/data/data_answer/gt_221.txt b/OCR/ENG_OCR/data/data_answer/gt_221.txt new file mode 100644 index 0000000..cb6fca9 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_221.txt @@ -0,0 +1 @@ +190 165 411 272 "genie" diff --git a/OCR/ENG_OCR/data/data_answer/gt_222.txt b/OCR/ENG_OCR/data/data_answer/gt_222.txt new file mode 100644 index 0000000..72cb49f --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_222.txt @@ -0,0 +1,4 @@ +74 434 318 504 "Essex" +355 441 644 527 "County" +682 449 981 523 "Council" +383 545 658 605 "Libraries" diff --git a/OCR/ENG_OCR/data/data_answer/gt_223.txt b/OCR/ENG_OCR/data/data_answer/gt_223.txt new file mode 100644 index 0000000..3311c36 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_223.txt @@ -0,0 +1,2 @@ +63 54 567 160 "LISTERINE" +102 9 528 52 "COOLMINT" diff --git a/OCR/ENG_OCR/data/data_answer/gt_224.txt b/OCR/ENG_OCR/data/data_answer/gt_224.txt new file mode 100644 index 0000000..8cc4805 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_224.txt @@ -0,0 +1,2 @@ +691 1391 2231 1701 "Time/system" +2293 1429 2973 1685 "2006" diff --git a/OCR/ENG_OCR/data/data_answer/gt_225.txt b/OCR/ENG_OCR/data/data_answer/gt_225.txt new file mode 100644 index 0000000..a88d73d --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_225.txt @@ -0,0 +1,10 @@ +871 353 967 387 "Cable" +985 355 1112 388 "DLR-3P" +604 504 723 538 "A4382" +603 586 667 606 "Nokia" +599 634 659 655 "6210" +599 682 692 703 "DLR-3P" +703 686 755 706 "Data" +765 688 833 709 "Cable" +820 202 1146 310 "KIA" +763 357 854 393 "apter" diff --git a/OCR/ENG_OCR/data/data_answer/gt_226.txt b/OCR/ENG_OCR/data/data_answer/gt_226.txt new file mode 100644 index 0000000..2d65770 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_226.txt @@ -0,0 +1,2 @@ +1653 675 2038 796 "66/1E" +2095 1659 2382 1723 "ESSER" diff --git a/OCR/ENG_OCR/data/data_answer/gt_227.txt b/OCR/ENG_OCR/data/data_answer/gt_227.txt new file mode 100644 index 0000000..0adc80f --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_227.txt @@ -0,0 +1,9 @@ +1053 937 1235 1077 "DI" +1374 946 1640 1090 "22." +1694 955 1959 1099 "03." +2031 963 2189 1105 "11" +1263 1115 1657 1261 "DFKI" +1797 1128 1992 1272 "KL" +2133 1136 2206 1277 ">" +1239 2151 1910 2260 "Anrufliste" +104 915 156 1053 "1" diff --git a/OCR/ENG_OCR/data/data_answer/gt_228.txt b/OCR/ENG_OCR/data/data_answer/gt_228.txt new file mode 100644 index 0000000..0d0cb99 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_228.txt @@ -0,0 +1 @@ +167 166 517 237 "Rayleigh" diff --git a/OCR/ENG_OCR/data/data_answer/gt_229.txt b/OCR/ENG_OCR/data/data_answer/gt_229.txt new file mode 100644 index 0000000..a1119b0 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_229.txt @@ -0,0 +1,4 @@ +231 80 423 143 "NEW" +146 164 493 230 "TRAFFIC" +134 246 503 312 "SIGNALS" +172 332 462 393 "AHEAD" diff --git a/OCR/ENG_OCR/data/data_answer/gt_230.txt b/OCR/ENG_OCR/data/data_answer/gt_230.txt new file mode 100644 index 0000000..4e5c6dd --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_230.txt @@ -0,0 +1,5 @@ +142 141 289 173 "Leisure" +138 185 296 222 "Ipswich" +320 185 423 218 "Road" +136 228 388 264 "Greenstead" +312 140 455 174 "Centre" diff --git a/OCR/ENG_OCR/data/data_answer/gt_231.txt b/OCR/ENG_OCR/data/data_answer/gt_231.txt new file mode 100644 index 0000000..6c2ca14 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_231.txt @@ -0,0 +1 @@ +68 235 565 312 "LOUNGE" diff --git a/OCR/ENG_OCR/data/data_answer/gt_232.txt b/OCR/ENG_OCR/data/data_answer/gt_232.txt new file mode 100644 index 0000000..ce00ba1 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_232.txt @@ -0,0 +1,3 @@ +138 123 229 145 "ROYAL" +237 123 312 144 "MAIL" +207 421 241 442 "E11R" diff --git a/OCR/ENG_OCR/data/data_answer/gt_233.txt b/OCR/ENG_OCR/data/data_answer/gt_233.txt new file mode 100644 index 0000000..ddfdeda --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_233.txt @@ -0,0 +1,3 @@ +67 424 625 524 "Overseas" +723 434 1253 531 "Relations" +488 594 850 693 "Office" diff --git a/OCR/ENG_OCR/data/data_answer/gt_234.txt b/OCR/ENG_OCR/data/data_answer/gt_234.txt new file mode 100644 index 0000000..9e6ed2d --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_234.txt @@ -0,0 +1,7 @@ +187 317 288 371 "NO" +307 321 559 379 "ENTRY" +180 404 396 464 "WHEN" +416 414 569 471 "RED" +218 492 442 554 "LIGHT" +462 506 529 560 "IS" +195 574 557 648 "FLASHING" diff --git a/OCR/ENG_OCR/data/data_answer/gt_235.txt b/OCR/ENG_OCR/data/data_answer/gt_235.txt new file mode 100644 index 0000000..9522f2b --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_235.txt @@ -0,0 +1 @@ +38 164 603 260 "BARCLAYS" diff --git a/OCR/ENG_OCR/data/data_answer/gt_236.txt b/OCR/ENG_OCR/data/data_answer/gt_236.txt new file mode 100644 index 0000000..e218ed9 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_236.txt @@ -0,0 +1,14 @@ +591 307 1039 439 "Building" +1086 311 1334 409 "Web" +449 462 888 562 "Services" +929 463 1170 562 "with" +499 621 646 663 "Making" +662 622 764 653 "Sense" +781 622 819 653 "of" +1225 623 1294 653 "and" +1311 624 1417 653 "UDDI" +1218 468 1433 584 "Java" +1440 488 1472 505 "TM" +833 623 936 661 "XML," +954 623 1062 660 "SOAP," +1079 623 1208 660 "WSDL," diff --git a/OCR/ENG_OCR/data/data_answer/gt_237.txt b/OCR/ENG_OCR/data/data_answer/gt_237.txt new file mode 100644 index 0000000..2edb6c6 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_237.txt @@ -0,0 +1,3 @@ +170 119 545 204 "HALL" +272 231 441 310 "OF" +97 334 609 415 "HEROES" diff --git a/OCR/ENG_OCR/data/data_answer/gt_238.txt b/OCR/ENG_OCR/data/data_answer/gt_238.txt new file mode 100644 index 0000000..9534d84 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_238.txt @@ -0,0 +1,9 @@ +768 342 1164 416 "TIFICIAL" +592 439 1236 514 "NTELLIGENCE" +657 535 688 569 "A" +702 536 887 571 "MODERN" +900 538 1136 572 "APPROACH" +131 687 309 721 "STUART" +131 735 318 769 "RUSSELL" +133 801 263 835 "PETER" +131 847 306 882 "NORVIG" diff --git a/OCR/ENG_OCR/data/data_answer/gt_239.txt b/OCR/ENG_OCR/data/data_answer/gt_239.txt new file mode 100644 index 0000000..d7e2451 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_239.txt @@ -0,0 +1 @@ +36 192 606 299 "SALOON" diff --git a/OCR/ENG_OCR/data/data_answer/gt_240.txt b/OCR/ENG_OCR/data/data_answer/gt_240.txt new file mode 100644 index 0000000..d1ca32a --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_240.txt @@ -0,0 +1,4 @@ +450 297 540 317 "8000" +219 117 407 172 "DELL" +106 293 394 320 "INSPIRON" +419 277 425 334 "|" diff --git a/OCR/ENG_OCR/data/data_answer/gt_241.txt b/OCR/ENG_OCR/data/data_answer/gt_241.txt new file mode 100644 index 0000000..86a9a13 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_241.txt @@ -0,0 +1,7 @@ +147 229 474 329 "TESCO" +127 410 469 557 "RACE" +528 447 792 556 "FOR" +829 421 1094 547 "LIFE" +407 623 666 676 "CANCER" +688 599 1027 669 "RESEARCH" +1045 595 1127 649 "UK" diff --git a/OCR/ENG_OCR/data/data_answer/gt_242.txt b/OCR/ENG_OCR/data/data_answer/gt_242.txt new file mode 100644 index 0000000..e23e091 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_242.txt @@ -0,0 +1 @@ +72 215 560 300 "TOYOTA" diff --git a/OCR/ENG_OCR/data/data_answer/gt_243.txt b/OCR/ENG_OCR/data/data_answer/gt_243.txt new file mode 100644 index 0000000..16a9817 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_243.txt @@ -0,0 +1 @@ +121 187 527 289 "LADIES" diff --git a/OCR/ENG_OCR/data/data_answer/gt_244.txt b/OCR/ENG_OCR/data/data_answer/gt_244.txt new file mode 100644 index 0000000..3aa66df --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_244.txt @@ -0,0 +1,2 @@ +289 174 400 198 "Canon" +211 212 464 258 "PowerShot" diff --git a/OCR/ENG_OCR/data/data_answer/gt_245.txt b/OCR/ENG_OCR/data/data_answer/gt_245.txt new file mode 100644 index 0000000..e677929 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_245.txt @@ -0,0 +1,6 @@ +8 13 415 54 "WATERSTONE'S" +22 67 81 93 "The" +97 68 154 94 "last" +168 69 247 94 "word" +264 69 289 94 "in" +305 70 403 94 "books" diff --git a/OCR/ENG_OCR/data/data_answer/gt_246.txt b/OCR/ENG_OCR/data/data_answer/gt_246.txt new file mode 100644 index 0000000..e7fb337 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_246.txt @@ -0,0 +1 @@ +884 943 2165 1390 "Canon" diff --git a/OCR/ENG_OCR/data/data_answer/gt_247.txt b/OCR/ENG_OCR/data/data_answer/gt_247.txt new file mode 100644 index 0000000..cb46843 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_247.txt @@ -0,0 +1,7 @@ +722 130 1085 197 "Software" +724 261 1001 343 "Design" +721 388 837 449 "for" +721 518 1099 580 "Real-time" +717 646 1036 727 "Systems" +708 1026 849 1086 "J.E." +872 1022 1269 1085 "COOLING" diff --git a/OCR/ENG_OCR/data/data_answer/gt_248.txt b/OCR/ENG_OCR/data/data_answer/gt_248.txt new file mode 100644 index 0000000..740eaf7 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_248.txt @@ -0,0 +1 @@ +149 161 480 241 ":Hansol" diff --git a/OCR/ENG_OCR/data/data_answer/gt_249.txt b/OCR/ENG_OCR/data/data_answer/gt_249.txt new file mode 100644 index 0000000..9d41419 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_249.txt @@ -0,0 +1,16 @@ +738 717 1182 796 "Infections" +1211 712 1287 786 "in" +1316 703 1569 783 "Africa" +744 869 1378 975 "Hypertension:" +1403 859 1592 936 "who" +1621 857 1682 931 "is" +1709 862 1790 929 "at" +1819 845 2006 924 "risk?" +747 1038 909 1111 "Gut" +937 1024 1369 1128 "genomics" +1967 1368 2922 1540 "International" +1967 1547 2881 1728 "Cooperation" +1982 1794 2056 1866 "in" +2088 1761 2537 1860 "EU-funded" +1985 1894 2265 1980 "Health" +2297 1868 2668 1961 "Research" diff --git a/OCR/ENG_OCR/data/data_answer/gt_250.txt b/OCR/ENG_OCR/data/data_answer/gt_250.txt new file mode 100644 index 0000000..53ea756 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_250.txt @@ -0,0 +1,2 @@ +122 67 547 265 "Way" +147 289 496 443 "out" diff --git a/OCR/ENG_OCR/data/data_answer/gt_251.txt b/OCR/ENG_OCR/data/data_answer/gt_251.txt new file mode 100644 index 0000000..bade268 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_251.txt @@ -0,0 +1 @@ +97 217 457 309 "Nightline" diff --git a/OCR/ENG_OCR/data/data_answer/gt_252.txt b/OCR/ENG_OCR/data/data_answer/gt_252.txt new file mode 100644 index 0000000..8506f1c --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_252.txt @@ -0,0 +1,2 @@ +65 231 196 262 "RAF" +221 227 555 261 "CAREERS" diff --git a/OCR/ENG_OCR/data/data_answer/gt_253.txt b/OCR/ENG_OCR/data/data_answer/gt_253.txt new file mode 100644 index 0000000..d4bb338 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_253.txt @@ -0,0 +1 @@ +40 199 619 308 "VINCES" diff --git a/OCR/ENG_OCR/data/data_answer/gt_254.txt b/OCR/ENG_OCR/data/data_answer/gt_254.txt new file mode 100644 index 0000000..de1d81f --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_254.txt @@ -0,0 +1,8 @@ +561 105 604 133 "2N" +28 118 277 178 "4B.522" +22 308 177 348 "Marisa" +199 308 399 348 "Bostock" +28 375 175 424 "Jenny" +193 375 330 413 "Dixon" +62 221 342 262 "GRADUATE" +363 220 545 263 "OFFICE" diff --git a/OCR/ENG_OCR/data/data_answer/gt_255.txt b/OCR/ENG_OCR/data/data_answer/gt_255.txt new file mode 100644 index 0000000..60d8b94 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_255.txt @@ -0,0 +1,4 @@ +82 338 487 408 "ACCESS" +547 335 661 391 "TO" +721 324 977 384 "KNOW" +0 720 734 852 "BAGGAGE" diff --git a/OCR/ENG_OCR/data/data_answer/gt_256.txt b/OCR/ENG_OCR/data/data_answer/gt_256.txt new file mode 100644 index 0000000..e49fa2b --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_256.txt @@ -0,0 +1 @@ +386 291 646 333 "Colchester" diff --git a/OCR/ENG_OCR/data/data_answer/gt_257.txt b/OCR/ENG_OCR/data/data_answer/gt_257.txt new file mode 100644 index 0000000..041818e --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_257.txt @@ -0,0 +1,2 @@ +25 142 155 312 "O" +420 140 594 316 "h!" diff --git a/OCR/ENG_OCR/data/data_answer/gt_258.txt b/OCR/ENG_OCR/data/data_answer/gt_258.txt new file mode 100644 index 0000000..b132ae5 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_258.txt @@ -0,0 +1,11 @@ +81 89 234 171 "FIVE" +278 94 537 181 "FOURS" +91 232 537 338 "544444" +176 192 201 207 "2a" +214 194 285 210 "Arthur" +296 196 313 211 "St" +331 197 446 214 "Colchester" +185 349 255 360 "LICENSED" +266 353 323 363 "PRIVATE" +334 355 367 364 "HIRE" +376 357 440 367 "VEHICLE" diff --git a/OCR/ENG_OCR/data/data_answer/gt_259.txt b/OCR/ENG_OCR/data/data_answer/gt_259.txt new file mode 100644 index 0000000..9dc784a --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_259.txt @@ -0,0 +1 @@ +28 98 600 372 "STOP" diff --git a/OCR/ENG_OCR/data/data_answer/gt_260.txt b/OCR/ENG_OCR/data/data_answer/gt_260.txt new file mode 100644 index 0000000..5deff35 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_260.txt @@ -0,0 +1 @@ +95 165 554 309 "TAXI" diff --git a/OCR/ENG_OCR/data/data_answer/gt_261.txt b/OCR/ENG_OCR/data/data_answer/gt_261.txt new file mode 100644 index 0000000..1035970 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_261.txt @@ -0,0 +1 @@ +210 101 497 151 "PanaSyncE70" diff --git a/OCR/ENG_OCR/data/data_answer/gt_262.txt b/OCR/ENG_OCR/data/data_answer/gt_262.txt new file mode 100644 index 0000000..2ad4bd3 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_262.txt @@ -0,0 +1,2 @@ +170 203 455 250 "Panasonic" +260 271 366 291 "NE-1027" diff --git a/OCR/ENG_OCR/data/data_answer/gt_263.txt b/OCR/ENG_OCR/data/data_answer/gt_263.txt new file mode 100644 index 0000000..6585b7c --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_263.txt @@ -0,0 +1 @@ +46 57 597 110 "CONSTANTINE" diff --git a/OCR/ENG_OCR/data/data_answer/gt_264.txt b/OCR/ENG_OCR/data/data_answer/gt_264.txt new file mode 100644 index 0000000..d7551f9 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_264.txt @@ -0,0 +1,2 @@ +93 366 347 418 "LLOYDS" +367 367 570 417 "BANK" diff --git a/OCR/ENG_OCR/data/data_answer/gt_265.txt b/OCR/ENG_OCR/data/data_answer/gt_265.txt new file mode 100644 index 0000000..ce5bf70 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_265.txt @@ -0,0 +1,5 @@ +2441 144 2613 269 "1.21" +33 79 142 197 "st" +188 72 494 197 "floor" +239 901 2479 1360 "RICOH" +1184 2296 1454 2402 "IESE" diff --git a/OCR/ENG_OCR/data/data_answer/gt_266.txt b/OCR/ENG_OCR/data/data_answer/gt_266.txt new file mode 100644 index 0000000..7885452 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_266.txt @@ -0,0 +1 @@ +1258 1181 1919 1263 "WAVEDOM" diff --git a/OCR/ENG_OCR/data/data_answer/gt_267.txt b/OCR/ENG_OCR/data/data_answer/gt_267.txt new file mode 100644 index 0000000..df13435 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_267.txt @@ -0,0 +1,2 @@ +1431 539 2253 730 "MultiSync" +2318 525 3284 661 "LCD2470WVX" diff --git a/OCR/ENG_OCR/data/data_answer/gt_268.txt b/OCR/ENG_OCR/data/data_answer/gt_268.txt new file mode 100644 index 0000000..5bb855b --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_268.txt @@ -0,0 +1,4 @@ +61 99 538 141 "PROFESSIONAL" +19 188 603 359 "XML" +155 393 249 437 "2nd" +278 394 458 439 "Edition" diff --git a/OCR/ENG_OCR/data/data_answer/gt_269.txt b/OCR/ENG_OCR/data/data_answer/gt_269.txt new file mode 100644 index 0000000..769094a --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_269.txt @@ -0,0 +1,5 @@ +1488 788 1946 1021 "Oleg" +2025 809 2841 990 "Rostanin" +1718 1225 2102 1407 "Asif" +2162 1226 2859 1406 "Shahab" +59 1881 220 1940 "2.10" diff --git a/OCR/ENG_OCR/data/data_answer/gt_270.txt b/OCR/ENG_OCR/data/data_answer/gt_270.txt new file mode 100644 index 0000000..c5b3a34 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_270.txt @@ -0,0 +1,2 @@ +482 120 1235 229 "autumn/winter" +1278 125 1489 229 "2001" diff --git a/OCR/ENG_OCR/data/data_answer/gt_271.txt b/OCR/ENG_OCR/data/data_answer/gt_271.txt new file mode 100644 index 0000000..307f9f1 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_271.txt @@ -0,0 +1,2 @@ +459 349 494 363 "WEST" +500 351 562 366 "BURNSIDE" diff --git a/OCR/ENG_OCR/data/data_answer/gt_272.txt b/OCR/ENG_OCR/data/data_answer/gt_272.txt new file mode 100644 index 0000000..c925364 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_272.txt @@ -0,0 +1,2 @@ +97 252 223 292 "BAE" +253 254 567 298 "SYSTEMS" diff --git a/OCR/ENG_OCR/data/data_answer/gt_273.txt b/OCR/ENG_OCR/data/data_answer/gt_273.txt new file mode 100644 index 0000000..919f1e3 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_273.txt @@ -0,0 +1 @@ +8 60 615 237 "GYM" diff --git a/OCR/ENG_OCR/data/data_answer/gt_274.txt b/OCR/ENG_OCR/data/data_answer/gt_274.txt new file mode 100644 index 0000000..895f2f7 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_274.txt @@ -0,0 +1 @@ +201 335 462 387 "School" diff --git a/OCR/ENG_OCR/data/data_answer/gt_275.txt b/OCR/ENG_OCR/data/data_answer/gt_275.txt new file mode 100644 index 0000000..62e725f --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_275.txt @@ -0,0 +1,4 @@ +68 177 257 221 "Health" +284 180 478 224 "Centre" +64 248 394 296 "Greenwood" +423 252 591 296 "House" diff --git a/OCR/ENG_OCR/data/data_answer/gt_276.txt b/OCR/ENG_OCR/data/data_answer/gt_276.txt new file mode 100644 index 0000000..c66ed68 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_276.txt @@ -0,0 +1 @@ +60 186 594 332 "Henry" diff --git a/OCR/ENG_OCR/data/data_answer/gt_277.txt b/OCR/ENG_OCR/data/data_answer/gt_277.txt new file mode 100644 index 0000000..fe9b180 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_277.txt @@ -0,0 +1,3 @@ +34 25 597 163 "Colgate" +341 141 443 158 "Fluoride" +458 139 591 159 "Toothpaste" diff --git a/OCR/ENG_OCR/data/data_answer/gt_278.txt b/OCR/ENG_OCR/data/data_answer/gt_278.txt new file mode 100644 index 0000000..a9a9522 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_278.txt @@ -0,0 +1,3 @@ +22 249 113 286 "The" +142 249 287 286 "Photo" +326 245 620 297 "Specialists" diff --git a/OCR/ENG_OCR/data/data_answer/gt_279.txt b/OCR/ENG_OCR/data/data_answer/gt_279.txt new file mode 100644 index 0000000..c644a07 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_279.txt @@ -0,0 +1 @@ +26 190 624 323 "STUDIO" diff --git a/OCR/ENG_OCR/data/data_answer/gt_280.txt b/OCR/ENG_OCR/data/data_answer/gt_280.txt new file mode 100644 index 0000000..5b3c8e4 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_280.txt @@ -0,0 +1,4 @@ +530 1609 1627 2162 "plan" +1856 1687 2538 2113 "art" +439 486 1668 990 "V03" +2050 567 2667 1033 "06" diff --git a/OCR/ENG_OCR/data/data_answer/gt_281.txt b/OCR/ENG_OCR/data/data_answer/gt_281.txt new file mode 100644 index 0000000..3cc3a7b --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_281.txt @@ -0,0 +1 @@ +47 296 582 414 "Refill" diff --git a/OCR/ENG_OCR/data/data_answer/gt_282.txt b/OCR/ENG_OCR/data/data_answer/gt_282.txt new file mode 100644 index 0000000..8faf4bd --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_282.txt @@ -0,0 +1,8 @@ +118 74 423 121 "WELCOME" +446 75 530 119 "TO" +35 178 248 229 "MARKS" +283 182 322 229 "&" +349 175 620 229 "SPENCER" +49 366 342 419 "COLLECT" +364 369 439 418 "BY" +462 367 599 419 "CAR" diff --git a/OCR/ENG_OCR/data/data_answer/gt_283.txt b/OCR/ENG_OCR/data/data_answer/gt_283.txt new file mode 100644 index 0000000..8837a3b --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_283.txt @@ -0,0 +1,5 @@ +161 723 530 821 "CIGAR" +375 826 539 916 "ON" +323 920 736 1007 "PLEASE" +454 1010 608 1089 "NO" +363 1092 697 1168 "PAPER" diff --git a/OCR/ENG_OCR/data/data_answer/gt_284.txt b/OCR/ENG_OCR/data/data_answer/gt_284.txt new file mode 100644 index 0000000..fafad73 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_284.txt @@ -0,0 +1 @@ +177 174 453 279 "ASDA" diff --git a/OCR/ENG_OCR/data/data_answer/gt_285.txt b/OCR/ENG_OCR/data/data_answer/gt_285.txt new file mode 100644 index 0000000..d663a50 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_285.txt @@ -0,0 +1,4 @@ +516 380 1923 606 "Constructa" +700 739 1001 813 "Made" +1233 744 1744 838 "Germany" +1068 742 1161 814 "in" diff --git a/OCR/ENG_OCR/data/data_answer/gt_286.txt b/OCR/ENG_OCR/data/data_answer/gt_286.txt new file mode 100644 index 0000000..9369534 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_286.txt @@ -0,0 +1,6 @@ +1307 796 2249 928 "RESERVED" +2313 777 2667 914 "FOR" +1278 994 2136 1119 "REGULAR" +2199 974 2707 1114 "HIWIS" +1532 1384 2061 1514 "Thank" +2116 1375 2468 1546 "you!" diff --git a/OCR/ENG_OCR/data/data_answer/gt_287.txt b/OCR/ENG_OCR/data/data_answer/gt_287.txt new file mode 100644 index 0000000..b6b61bc --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_287.txt @@ -0,0 +1,4 @@ +310 657 552 744 "Fire" +594 664 945 747 "alarm" +348 793 550 866 "call" +599 797 906 886 "point" diff --git a/OCR/ENG_OCR/data/data_answer/gt_288.txt b/OCR/ENG_OCR/data/data_answer/gt_288.txt new file mode 100644 index 0000000..790582a --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_288.txt @@ -0,0 +1,15 @@ +595 1543 902 1697 "we" +986 1549 1807 1761 "process" +1859 1561 2342 1768 "your" +2408 1569 3164 1775 "process" +403 1927 826 2204 "Dez." +944 1932 1504 2199 "2010" +1939 1933 2592 2200 "Januar" +3126 1925 3805 2194 "Februar" +3068 2348 3138 2541 "1" +1803 2360 1859 2562 "1" +1964 2480 2036 2564 "Sa" +2151 2468 2379 2575 "Neujahr" +420 2374 471 2585 "1" +577 2504 653 2587 "Mi" +3230 2464 3285 2541 "Di" diff --git a/OCR/ENG_OCR/data/data_answer/gt_289.txt b/OCR/ENG_OCR/data/data_answer/gt_289.txt new file mode 100644 index 0000000..badbf59 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_289.txt @@ -0,0 +1 @@ +336 584 803 679 "Homogenic" diff --git a/OCR/ENG_OCR/data/data_answer/gt_290.txt b/OCR/ENG_OCR/data/data_answer/gt_290.txt new file mode 100644 index 0000000..a090d10 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_290.txt @@ -0,0 +1 @@ +274 344 405 368 "Microsoft" diff --git a/OCR/ENG_OCR/data/data_answer/gt_291.txt b/OCR/ENG_OCR/data/data_answer/gt_291.txt new file mode 100644 index 0000000..63aff78 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_291.txt @@ -0,0 +1 @@ +197 172 508 249 "savers" diff --git a/OCR/ENG_OCR/data/data_answer/gt_292.txt b/OCR/ENG_OCR/data/data_answer/gt_292.txt new file mode 100644 index 0000000..2f2e56b --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_292.txt @@ -0,0 +1 @@ +223 244 411 296 "ZANUSSI" diff --git a/OCR/ENG_OCR/data/data_answer/gt_293.txt b/OCR/ENG_OCR/data/data_answer/gt_293.txt new file mode 100644 index 0000000..5586ea9 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_293.txt @@ -0,0 +1 @@ +126 250 462 400 "TAN" diff --git a/OCR/ENG_OCR/data/data_answer/gt_294.txt b/OCR/ENG_OCR/data/data_answer/gt_294.txt new file mode 100644 index 0000000..dd9a401 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_294.txt @@ -0,0 +1,2 @@ +1386 570 2204 760 "MultiSync" +2271 556 3237 692 "LCD2470WVX" diff --git a/OCR/ENG_OCR/data/data_answer/gt_295.txt b/OCR/ENG_OCR/data/data_answer/gt_295.txt new file mode 100644 index 0000000..998f454 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_295.txt @@ -0,0 +1,2 @@ +217 140 410 207 "BEER" +137 234 495 307 "GARDEN" diff --git a/OCR/ENG_OCR/data/data_answer/gt_296.txt b/OCR/ENG_OCR/data/data_answer/gt_296.txt new file mode 100644 index 0000000..5bfcae1 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_296.txt @@ -0,0 +1,3 @@ +372 277 1723 547 "Cycleway" +565 565 1546 808 "Closed" +582 888 1518 1128 "Ahead" diff --git a/OCR/ENG_OCR/data/data_answer/gt_297.txt b/OCR/ENG_OCR/data/data_answer/gt_297.txt new file mode 100644 index 0000000..a214692 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_297.txt @@ -0,0 +1,2 @@ +68 190 398 253 "Boundary" +422 188 594 242 "Road" diff --git a/OCR/ENG_OCR/data/data_answer/gt_298.txt b/OCR/ENG_OCR/data/data_answer/gt_298.txt new file mode 100644 index 0000000..7342e17 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_298.txt @@ -0,0 +1 @@ +148 126 785 319 "HSBC" diff --git a/OCR/ENG_OCR/data/data_answer/gt_299.txt b/OCR/ENG_OCR/data/data_answer/gt_299.txt new file mode 100644 index 0000000..9813cc9 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_299.txt @@ -0,0 +1,8 @@ +635 291 1023 373 "DIGItaL" +879 388 1133 420 "muLtImeDIa" +940 783 988 802 "Nigel" +1001 782 1089 802 "Chapman" +1102 781 1135 797 "and" +939 815 994 834 "Jenny" +1006 814 1094 833 "Chapman" +660 891 740 911 "WILEY" diff --git a/OCR/ENG_OCR/data/data_answer/gt_300.txt b/OCR/ENG_OCR/data/data_answer/gt_300.txt new file mode 100644 index 0000000..cd329d9 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_300.txt @@ -0,0 +1,2 @@ +439 215 510 325 "s" +1107 217 1404 307 "wear." diff --git a/OCR/ENG_OCR/data/data_answer/gt_301.txt b/OCR/ENG_OCR/data/data_answer/gt_301.txt new file mode 100644 index 0000000..b853e1d --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_301.txt @@ -0,0 +1,5 @@ +1445 800 1909 1036 "Oleg" +1983 821 2803 1005 "Rostanin" +1675 1236 2063 1422 "Asif" +2119 1238 2820 1420 "Shahab" +12 1889 181 1956 "2.10" diff --git a/OCR/ENG_OCR/data/data_answer/gt_302.txt b/OCR/ENG_OCR/data/data_answer/gt_302.txt new file mode 100644 index 0000000..aaf970e --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_302.txt @@ -0,0 +1,5 @@ +95 180 347 221 "DOLLAR" +387 179 547 220 "GLEN" +271 251 373 280 "AND" +64 309 269 349 "CASTLE" +305 307 583 349 "CAMPBELL" diff --git a/OCR/ENG_OCR/data/data_answer/gt_303.txt b/OCR/ENG_OCR/data/data_answer/gt_303.txt new file mode 100644 index 0000000..1d9ffa7 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_303.txt @@ -0,0 +1,2 @@ +1198 1178 1964 1339 "privileg" +2038 1176 2419 1296 "8017" diff --git a/OCR/ENG_OCR/data/data_answer/gt_304.txt b/OCR/ENG_OCR/data/data_answer/gt_304.txt new file mode 100644 index 0000000..25b1432 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_304.txt @@ -0,0 +1,6 @@ +81 171 551 238 "Beardwell" +79 251 366 290 "Construction" +389 256 553 293 "Limited" +23 354 182 375 "construction" +216 357 403 381 "refurbishment" +436 361 607 383 "maintenance" diff --git a/OCR/ENG_OCR/data/data_answer/gt_305.txt b/OCR/ENG_OCR/data/data_answer/gt_305.txt new file mode 100644 index 0000000..95e4751 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_305.txt @@ -0,0 +1,3 @@ +92 562 468 632 "C.C.T.V." +535 560 628 625 "IN" +54 650 663 727 "OPERATION" diff --git a/OCR/ENG_OCR/data/data_answer/gt_306.txt b/OCR/ENG_OCR/data/data_answer/gt_306.txt new file mode 100644 index 0000000..2de3ca5 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_306.txt @@ -0,0 +1,2 @@ +1518 576 2482 1035 "Sun" +1551 1063 2462 1189 "microsystems" diff --git a/OCR/ENG_OCR/data/data_answer/gt_307.txt b/OCR/ENG_OCR/data/data_answer/gt_307.txt new file mode 100644 index 0000000..1ab771b --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_307.txt @@ -0,0 +1 @@ +7 213 611 338 "Connells" diff --git a/OCR/ENG_OCR/data/data_answer/gt_308.txt b/OCR/ENG_OCR/data/data_answer/gt_308.txt new file mode 100644 index 0000000..c6a4c96 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_308.txt @@ -0,0 +1 @@ +388 281 1499 494 "conditions" diff --git a/OCR/ENG_OCR/data/data_answer/gt_309.txt b/OCR/ENG_OCR/data/data_answer/gt_309.txt new file mode 100644 index 0000000..da8f3b1 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_309.txt @@ -0,0 +1 @@ +247 266 505 355 "ntl:" diff --git a/OCR/ENG_OCR/data/data_answer/gt_310.txt b/OCR/ENG_OCR/data/data_answer/gt_310.txt new file mode 100644 index 0000000..c86b0b6 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_310.txt @@ -0,0 +1,2 @@ +67 272 300 305 "Osborne" +327 274 565 316 "Garages" diff --git a/OCR/ENG_OCR/data/data_answer/gt_311.txt b/OCR/ENG_OCR/data/data_answer/gt_311.txt new file mode 100644 index 0000000..927cba2 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_311.txt @@ -0,0 +1,6 @@ +53 229 152 266 "RED" +170 230 285 268 "LION" +305 231 441 268 "YARD" +457 230 616 270 "SHOPS" +201 313 299 340 "HIGH" +315 314 465 341 "STREET" diff --git a/OCR/ENG_OCR/data/data_answer/gt_312.txt b/OCR/ENG_OCR/data/data_answer/gt_312.txt new file mode 100644 index 0000000..1976220 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_312.txt @@ -0,0 +1 @@ +497 158 1176 250 "VOLVO" diff --git a/OCR/ENG_OCR/data/data_answer/gt_313.txt b/OCR/ENG_OCR/data/data_answer/gt_313.txt new file mode 100644 index 0000000..baa0127 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_313.txt @@ -0,0 +1 @@ +51 206 605 289 "GENTLEMEN" diff --git a/OCR/ENG_OCR/data/data_answer/gt_314.txt b/OCR/ENG_OCR/data/data_answer/gt_314.txt new file mode 100644 index 0000000..f629baf --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_314.txt @@ -0,0 +1 @@ +38 155 584 371 "FAX" diff --git a/OCR/ENG_OCR/data/data_answer/gt_315.txt b/OCR/ENG_OCR/data/data_answer/gt_315.txt new file mode 100644 index 0000000..8bcd7ae --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_315.txt @@ -0,0 +1 @@ +916 472 1445 705 "iMac" diff --git a/OCR/ENG_OCR/data/data_answer/gt_316.txt b/OCR/ENG_OCR/data/data_answer/gt_316.txt new file mode 100644 index 0000000..f76888b --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_316.txt @@ -0,0 +1 @@ +105 158 429 319 "Ford" diff --git a/OCR/ENG_OCR/data/data_answer/gt_317.txt b/OCR/ENG_OCR/data/data_answer/gt_317.txt new file mode 100644 index 0000000..5ecff4a --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_317.txt @@ -0,0 +1,3 @@ +147 200 198 224 "THE" +214 192 336 222 "DOLLAR" +357 184 469 215 "ARMS" diff --git a/OCR/ENG_OCR/data/data_answer/gt_318.txt b/OCR/ENG_OCR/data/data_answer/gt_318.txt new file mode 100644 index 0000000..34fcd7a --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_318.txt @@ -0,0 +1 @@ +155 153 446 296 "PULL" diff --git a/OCR/ENG_OCR/data/data_answer/gt_319.txt b/OCR/ENG_OCR/data/data_answer/gt_319.txt new file mode 100644 index 0000000..5b384f9 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_319.txt @@ -0,0 +1,5 @@ +66 256 660 401 "NIGHT" +777 251 1220 398 "EXIT" +506 455 753 590 "ON" +234 636 842 767 "FLOOR" +945 634 1054 762 "4" diff --git a/OCR/ENG_OCR/data/data_answer/gt_320.txt b/OCR/ENG_OCR/data/data_answer/gt_320.txt new file mode 100644 index 0000000..8eea0fd --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_320.txt @@ -0,0 +1,6 @@ +137 120 353 160 "Sainsbury's" +30 190 468 254 "ECONOMY" +124 291 264 331 "LONG" +283 291 372 330 "LIFE" +24 347 476 433 "ORANGE" +98 449 386 551 "JUICE" diff --git a/OCR/ENG_OCR/data/data_answer/gt_321.txt b/OCR/ENG_OCR/data/data_answer/gt_321.txt new file mode 100644 index 0000000..e5aa13a --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_321.txt @@ -0,0 +1,6 @@ +86 219 166 314 "P" +215 208 361 255 "Park" +388 210 427 255 "&" +457 211 595 257 "Ride" +214 273 385 323 "Sats." +413 277 548 334 "only" diff --git a/OCR/ENG_OCR/data/data_answer/gt_322.txt b/OCR/ENG_OCR/data/data_answer/gt_322.txt new file mode 100644 index 0000000..ba2fe1c --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_322.txt @@ -0,0 +1,2 @@ +188 385 344 418 "Guidex" +362 385 511 418 "Folders" diff --git a/OCR/ENG_OCR/data/data_answer/gt_323.txt b/OCR/ENG_OCR/data/data_answer/gt_323.txt new file mode 100644 index 0000000..b55ff40 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_323.txt @@ -0,0 +1,4 @@ +10 93 260 137 "ANCIENT" +291 99 619 145 "MONUMENT" +98 187 519 271 "CASTLE" +40 294 570 370 "CAMPBELL" diff --git a/OCR/ENG_OCR/data/data_answer/gt_324.txt b/OCR/ENG_OCR/data/data_answer/gt_324.txt new file mode 100644 index 0000000..376dbb8 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_324.txt @@ -0,0 +1,2 @@ +1415 1258 3141 2082 "FAIRY" +1540 2196 2900 2454 "EXPERT" diff --git a/OCR/ENG_OCR/data/data_answer/gt_325.txt b/OCR/ENG_OCR/data/data_answer/gt_325.txt new file mode 100644 index 0000000..bc1ed96 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_325.txt @@ -0,0 +1 @@ +101 114 560 267 "iiyama" diff --git a/OCR/ENG_OCR/data/data_answer/gt_326.txt b/OCR/ENG_OCR/data/data_answer/gt_326.txt new file mode 100644 index 0000000..87253dd --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_326.txt @@ -0,0 +1,5 @@ +221 141 412 187 "Canon" +147 228 268 249 "COMPACT" +275 228 365 249 "POWER" +371 228 485 249 "ADAPTER" +258 257 377 279 "CA-PS100" diff --git a/OCR/ENG_OCR/data/data_answer/gt_327.txt b/OCR/ENG_OCR/data/data_answer/gt_327.txt new file mode 100644 index 0000000..efb1318 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_327.txt @@ -0,0 +1,13 @@ +615 375 901 422 "Professional" +617 435 767 479 "Issues" +786 434 821 476 "in" +616 491 834 537 "Software" +619 546 896 604 "Engineering" +604 635 639 646 "frank" +646 635 672 645 "bott" +688 634 732 645 "allison" +737 633 797 644 "coleman" +810 631 839 645 "jack" +845 632 883 642 "eaton" +898 629 935 640 "diane" +941 627 996 639 "rowland" diff --git a/OCR/ENG_OCR/data/data_answer/gt_328.txt b/OCR/ENG_OCR/data/data_answer/gt_328.txt new file mode 100644 index 0000000..b120c17 --- /dev/null +++ b/OCR/ENG_OCR/data/data_answer/gt_328.txt @@ -0,0 +1,5 @@ +1405 116 2132 208 "Info@serviplus.de" +891 256 2608 588 "www.serviplus.de" +257 1113 980 1373 "Geld" +1188 1122 2743 1376 "einwerfen" +258 1434 2740 1690 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a/OCR/ENG_OCR/doc/fonts/urdu.ttf b/OCR/ENG_OCR/doc/fonts/urdu.ttf new file mode 100644 index 0000000..625feee Binary files /dev/null and b/OCR/ENG_OCR/doc/fonts/urdu.ttf differ diff --git a/OCR/ENG_OCR/doc/fonts/uyghur.ttf b/OCR/ENG_OCR/doc/fonts/uyghur.ttf new file mode 100644 index 0000000..625feee Binary files /dev/null and b/OCR/ENG_OCR/doc/fonts/uyghur.ttf differ diff --git a/OCR/ENG_OCR/ocr_comparison_results.xlsx b/OCR/ENG_OCR/ocr_comparison_results.xlsx new file mode 100644 index 0000000..3e4b76c Binary files /dev/null and b/OCR/ENG_OCR/ocr_comparison_results.xlsx differ diff --git a/OCR/ENG_OCR/ocr_main.py b/OCR/ENG_OCR/ocr_main.py new file mode 100644 index 0000000..74afeaf --- /dev/null +++ b/OCR/ENG_OCR/ocr_main.py @@ -0,0 +1,60 @@ +import cv2 +from paddleocr import PaddleOCR, draw_ocr +import matplotlib.pyplot as plt +import os +import numpy as np +import pandas as pd +from tqdm import tqdm + +os.environ['KMP_DUPLICATE_LIB_OK'] = 'True' + +ocr_model = PaddleOCR(lang='en') +# ocr_model = PaddleOCR(lang='korean') + +img_folder = '/mnt/c/Users/T3Q/Desktop/Paddle OCR/PaddleOCR/data/data_photo' +img_list = [file for file in os.listdir(img_folder) if file.lower().endswith(('.jpg', '.png', '.jpeg'))] + +all_results = [] +font_path = os.path.join('PaddleOCR', 'doc', 'fonts', 'latin.ttf') + +for img_name in tqdm(img_list, desc="🔍 이미지 처리 중"): + img_path = os.path.join(img_folder, img_name) + img = cv2.imread(img_path) + if img is None: + print(f"⚠️ 이미지 로드 실패: {img_path}") + continue + img_rgb = cv2.cvtColor(img, cv2.COLOR_BGR2RGB) + result = ocr_model.ocr(img_path) + + if result and result[0]: + res = result[0] + boxes = [r[0] for r in res] + texts = [r[1][0] for r in res] + scores = [round(float(r[1][1]), 4) for r in res] + + # 시각화 + annotated = draw_ocr(img_rgb, boxes, texts, scores) + plt.figure(figsize=(12, 12)) + plt.imshow(annotated) + plt.title(f"Detected Texts in {img_name}") + plt.axis('off') + plt.show() + + for text, score in zip(texts, scores): + all_results.append({ + 'Image': img_name, + 'Text': text, + 'Confidence': score + }) + else: + all_results.append({ + 'Image': img_name, + 'Text': '[No text found]', + 'Confidence': 0.0 + }) + +df = pd.DataFrame(all_results) +excel_path = 'ocr_results.xlsx' +df.to_excel(excel_path, index=False) + +print(f"\n✅ OCR 결과가 '{excel_path}' 파일로 저장되었습니다!") \ No newline at end of file diff --git a/OCR/ENG_OCR/ocr_re.py b/OCR/ENG_OCR/ocr_re.py new file mode 100644 index 0000000..860bbbf --- /dev/null +++ b/OCR/ENG_OCR/ocr_re.py @@ -0,0 +1,33 @@ +import pandas as pd +from difflib import SequenceMatcher + +# [1] 파일 경로 +ocr_path = '/mnt/c/Users/T3Q/Desktop/Paddle OCR/PaddleOCR/ocr_results.xlsx' +answer_path = '/mnt/c/Users/T3Q/Desktop/Paddle OCR/PaddleOCR/data/data_answer/answer_texts.xlsx' + +# [2] 파일 불러오기 +ocr_df = pd.read_excel(ocr_path) +answer_df = pd.read_excel(answer_path) + +# [3] 이미지별로 텍스트 합치기 +ocr_grouped = ocr_df.groupby('Image')['Text'].apply(lambda x: ' '.join(str(t).strip() for t in x)).reset_index() +answer_grouped = answer_df.groupby('Image')['Text'].apply(lambda x: ' '.join(str(t).strip() for t in x)).reset_index() + +# [4] 병합 (공통 이미지 기준) +merged = pd.merge(ocr_grouped, answer_grouped, on='Image', how='outer', suffixes=('_OCR', '_GT')) + +# [5] 유사도 계산 +def compute_similarity(a, b): + if pd.isna(a) or pd.isna(b): + return 0.0 + return round(SequenceMatcher(None, a, b).ratio() * 100, 2) + +merged['Similarity (%)'] = merged.apply(lambda row: compute_similarity(row['Text_OCR'], row['Text_GT']), axis=1) + +# [6] 결과 저장 +output_path = '/mnt/c/Users/T3Q/Desktop/Paddle OCR/PaddleOCR/ocr_comparison_results.xlsx' +merged.to_excel(output_path, index=False) + +# [7] 출력 +print(f"\n✅ 비교 완료! 결과 저장 위치:\n{output_path}") +print(f"📊 평균 정확도: {merged['Similarity (%)'].mean():.2f}%") diff --git a/OCR/ENG_OCR/ocr_results.xlsx b/OCR/ENG_OCR/ocr_results.xlsx new file mode 100644 index 0000000..282ae63 Binary files /dev/null and b/OCR/ENG_OCR/ocr_results.xlsx differ diff --git a/OCR/ENG_OCR/requirements.txt b/OCR/ENG_OCR/requirements.txt new file mode 100644 index 0000000..7fc903c --- /dev/null +++ b/OCR/ENG_OCR/requirements.txt @@ -0,0 +1,17 @@ +shapely +scikit-image +pyclipper +lmdb +tqdm +numpy +rapidfuzz +opencv-python +opencv-contrib-python +cython +Pillow +pyyaml +requests +albumentations +# to be compatible with albumentations +albucore +packaging diff --git a/OCR/KOR_OCR/PaddleOCR_accuracy.py b/OCR/KOR_OCR/PaddleOCR_accuracy.py new file mode 100644 index 0000000..6b32fed --- /dev/null +++ b/OCR/KOR_OCR/PaddleOCR_accuracy.py @@ -0,0 +1,217 @@ +import os +import numpy as np +from paddleocr import PaddleOCR +from PIL import Image, ImageOps +import json +import re +import Levenshtein +from kor_ocr import save_all_ocr_results_to_txt + +# PaddleOCR 초기화 +ocr = PaddleOCR(lang='korean', use_angle_cls=True, use_gpu=True) + +# 데이터 경로 설정 +IMAGE_PATH = r"E:\OCR\image" +GROUND_TRUTH_PATH = r"E:\OCR\correct" +OUTPUT_OCR_TXT_PATH = r"C:\Users\osh\visualTranslation\OCR\KOR_OCR\all_ocr_result.txt" +OUTPUT_CORRECT_TXT_PATH = r"C:\Users\osh\visualTranslation\OCR\KOR_OCR\all_correct_results.txt" + +# OCR 정답에서 "xxx" 제거 +def clean_ground_truth(text): + return ' '.join([word for word in text.split() if word != "xxx"]).strip() + +# 정답 파일에서 텍스트 로드 (모든 annotation의 텍스트를 결합) +def load_ground_truth_combined(json_path): + try: + with open(json_path, 'r', encoding='utf-8') as file: + data = json.load(file) + annotations = data.get("annotations", []) + # "xxx"인 항목은 제외하고 나머지 텍스트들을 결합합니다. + texts = [ann.get("text", "") for ann in annotations if ann.get("text", "").lower() != "xxx"] + combined_text = ' '.join(texts).strip() + return clean_ground_truth(combined_text) + except Exception: + return None + +# 이미지에서 가장 큰 문자 영역 추출 (ROI 선택) +def extract_largest_text_region(image_path): + try: + with Image.open(image_path) as img: + img = img.convert("L") # 흑백 변환 + img = ImageOps.invert(img) # 색상 반전 (텍스트 강조) + img_array = np.array(img) + # 이진화 + threshold = 128 + binary_img = np.where(img_array > threshold, 255, 0).astype(np.uint8) + # 윤곽선 검출 + non_zero_coords = np.column_stack(np.where(binary_img > 0)) + if non_zero_coords.shape[0] == 0: + return img # 원본 이미지 반환 + # 바운딩 박스 계산 + x_min, y_min = non_zero_coords.min(axis=0) + x_max, y_max = non_zero_coords.max(axis=0) + # ROI 추출 (문자 영역만 자르기) + return img.crop((y_min, x_min, y_max, y_max)) + except Exception: + return None + +# 정확도 평가 함수들 +def token_based_accuracy(pred_text, gt_text): + pred_tokens = set(pred_text.split()) + gt_tokens = set(gt_text.split()) + correct = len(pred_tokens & gt_tokens) + total = len(gt_tokens) + return correct, total + +def substring_matching_accuracy(pred_text, gt_text): + correct = sum(1 for token in gt_text.split() if token in pred_text) + total = len(gt_text.split()) + return correct, total + +def edit_distance_accuracy(pred_text, gt_text): + distance = Levenshtein.distance(pred_text, gt_text) + max_len = max(len(pred_text), len(gt_text)) + return max_len - distance, max_len + +# 평가 실행 (OCR 결과 추출 및 저장) +def evaluate_paddle_ocr(image_path, ground_truth_path): + SUPPORTED_EXTENSIONS = ('.jpg', '.jpeg', '.png', '.bmp', '.tiff', '.gif') + all_results = {} # OCR 결과 저장 딕셔너리 + + total_images = 0 # 전체 이미지 개수 + ocr_images = 0 # OCR 결과가 나온 이미지 개수 + + # 정확도 누적 변수 + total_token_correct = 0 + total_token_total = 0 + total_substring_correct = 0 + total_substring_total = 0 + total_edit_correct = 0 + total_edit_total = 0 + total_highest = 0 # 각 이미지의 최고 정확도 누적 + + if not os.path.exists(image_path) or len(os.listdir(image_path)) == 0: + print("❌ 처리할 이미지가 없습니다. 경로를 확인하세요.") + return all_results + + for file in os.listdir(image_path): + if file.lower().endswith(SUPPORTED_EXTENSIONS): + total_images += 1 + try: + image_file_path = os.path.join(image_path, file) + json_file_path = os.path.join(ground_truth_path, os.path.splitext(file)[0] + '.json') + + # OCR 정답(ground truth)은 평가 시 combined 형태로 사용 + if os.path.exists(json_file_path): + ground_truth = load_ground_truth_combined(json_file_path) + if ground_truth is None: + continue + else: + continue + + cropped_image = extract_largest_text_region(image_file_path) + if cropped_image is None: + continue + + result = ocr.ocr(np.array(cropped_image), cls=True) + if not result or not result[0]: + error_message = "OCR 결과가 비어 있습니다. (인식 실패 또는 이미지 품질 문제)" + print(f"📌 파일: {file}") + print(f"❌ [출력 오류 및 원인] : {error_message}\n") + continue + + ocr_images += 1 + paddle_text = ' '.join([line[1][0] for line in result[0]]).strip() + + print(f"📌 파일: {file}") + print(f"🔍 OCR 결과: {paddle_text}") + print(f"✅ OCR 정답: {ground_truth}") + + token_correct, token_total = token_based_accuracy(paddle_text, ground_truth) + substring_correct, substring_total = substring_matching_accuracy(paddle_text, ground_truth) + edit_correct, edit_total = edit_distance_accuracy(paddle_text, ground_truth) + + token_accuracy = (token_correct / token_total * 100) if token_total > 0 else 0 + substring_accuracy = (substring_correct / substring_total * 100) if substring_total > 0 else 0 + edit_accuracy = (edit_correct / edit_total * 100) if edit_total > 0 else 0 + + highest_accuracy = max(token_accuracy, substring_accuracy, edit_accuracy) + if highest_accuracy == token_accuracy: + highest_metric = "토큰 단위" + elif highest_accuracy == substring_accuracy: + highest_metric = "부분 문자열" + else: + highest_metric = "편집 거리 기반" + total_highest += highest_accuracy + + print(f" : 토큰 단위 정확도: {token_accuracy:.2f}%") + print(f" : 부분 문자열 정확도: {substring_accuracy:.2f}%") + print(f" : 편집 거리 기반 정확도: {edit_accuracy:.2f}%") + print(f"[가장 높은 정확도 기준 : '{highest_metric}' - {highest_accuracy:.2f}%]\n") + + total_token_correct += token_correct + total_token_total += token_total + total_substring_correct += substring_correct + total_substring_total += substring_total + total_edit_correct += edit_correct + total_edit_total += edit_total + + # OCR 결과 저장 + for idx, detection in enumerate(result[0]): + try: + bbox_points = detection[0] + xs = [point[0] for point in bbox_points] + ys = [point[1] for point in bbox_points] + flat_bbox = [min(xs), min(ys), max(xs), max(ys)] + text = detection[1][0] + key = f"{os.path.splitext(file)[0]}_{idx}" + all_results[key] = {"txt": text, "bbox": flat_bbox} + except Exception as e: + print(f"검출 항목 처리 중 오류 발생 (인덱스 {idx}): {e}") + continue + + except Exception as e: + print(f"오류 발생: {e}") + continue + + overall_token_accuracy = (total_token_correct / total_token_total * 100) if total_token_total > 0 else 0 + overall_substring_accuracy = (total_substring_correct / total_substring_total * 100) if total_substring_total > 0 else 0 + overall_edit_accuracy = (total_edit_correct / total_edit_total * 100) if total_edit_total > 0 else 0 + overall_highest_average = (total_highest / ocr_images) if ocr_images > 0 else 0 + + print("========================================================") + print(f"[전체 이미지 개수: {total_images}개 / OCR 처리된 이미지 개수: {ocr_images}개]") + print(f" : 토큰 단위 평균 정확도: {overall_token_accuracy:.2f}%") + print(f" : 부분 문자열 평균 정확도: {overall_substring_accuracy:.2f}%") + print(f" : 편집 거리 기반 평균 정확도: {overall_edit_accuracy:.2f}%") + print(f"[최고 정확도 평균: {overall_highest_average:.2f}%]") + print("========================================================") + + return all_results + +# 정답을 저장하는 함수 (각 이미지에 대해 모든 annotation의 텍스트를 결합) +def save_all_correct_results_to_txt(ground_truth_path, output_file): + correct_results = {} + for file in os.listdir(ground_truth_path): + if file.lower().endswith('.json'): + filepath = os.path.join(ground_truth_path, file) + try: + with open(filepath, 'r', encoding='utf-8') as f: + data = json.load(f) + annotations = data.get("annotations", []) + # "xxx" 항목은 제거하고 나머지 텍스트를 결합 + texts = [ann.get("text", "") for ann in annotations if ann.get("text", "").lower() != "xxx"] + combined_text = ' '.join(texts).strip() + key = os.path.splitext(file)[0] + correct_results[key] = {"txt": combined_text} + except Exception as e: + print(f"파일 {file} 처리 중 오류 발생: {e}") + with open(output_file, 'w', encoding='utf-8') as f: + json.dump(correct_results, f, ensure_ascii=False, indent=4) + print(f"정답 파일이 {output_file}에 저장되었습니다.") + +if __name__ == "__main__": + results = evaluate_paddle_ocr(IMAGE_PATH, GROUND_TRUTH_PATH) + if results: + save_all_ocr_results_to_txt(results, OUTPUT_OCR_TXT_PATH) + save_all_correct_results_to_txt(GROUND_TRUTH_PATH, OUTPUT_CORRECT_TXT_PATH) \ No newline at end of file diff --git a/OCR/KOR_OCR/all_correct_results.txt b/OCR/KOR_OCR/all_correct_results.txt new file mode 100644 index 0000000..6334031 --- /dev/null +++ b/OCR/KOR_OCR/all_correct_results.txt @@ -0,0 +1,3002 @@ +{ + "간판_가로형간판_000001": { + "txt": "마포탑안과의원" + }, + "간판_가로형간판_000002": { + "txt": "마포정대포" + }, + "간판_가로형간판_000003": { + "txt": "삼촌 조카 과" + }, + "간판_가로형간판_000004": { + "txt": "두피 탈모" + }, + "간판_가로형간판_000005": { + "txt": "동종합상사" + }, + "간판_가로형간판_000006": { + "txt": "찬솔약국" + }, + "간판_가로형간판_000007": { + "txt": "삼나무 양곡소매업 허가" + }, + "간판_가로형간판_000008": { + "txt": "세도국제 여행사" + }, + "간판_가로형간판_000009": { + "txt": "다미솔" + }, + "간판_가로형간판_000010": { + "txt": "돈떵이 구이" + }, + "간판_가로형간판_000011": { + "txt": "재영식품 김치 밑반찬" + }, + "간판_가로형간판_000012": { + "txt": "디자인 쌤 헤어" + }, + "간판_가로형간판_000013": { + "txt": "나쁜여자" + }, + "간판_가로형간판_000014": { + "txt": "준이반점" + }, + "간판_가로형간판_000015": { + "txt": "은희슈퍼" + }, + "간판_가로형간판_000016": { + "txt": "두루치기" + }, + "간판_가로형간판_000017": { + "txt": "용담어린이집 사회복지법인" + }, + "간판_가로형간판_000018": { + "txt": "엄 마 뼈해장국" + }, + "간판_가로형간판_000019": { + "txt": "리빙텔" + }, + "간판_가로형간판_000020": { + "txt": "한 의 원" + }, + "간판_가로형간판_000021": { + "txt": "독서실" + }, + "간판_가로형간판_000022": { + "txt": "성형외과 피부과" + }, + "간판_가로형간판_000023": { + "txt": "황금종 란제리 총판할인매장" + }, + "간판_가로형간판_000024": { + "txt": "방탈출 카페" + }, + "간판_가로형간판_000025": { + "txt": "베이커리" + }, + "간판_가로형간판_000026": { + "txt": "구도로통닭" + }, + "간판_가로형간판_000027": { + "txt": "진영마트 빵" + }, + "간판_가로형간판_000028": { + "txt": "공인중개사 사무소" + }, + "간판_가로형간판_000029": { + "txt": "할머니" + }, + "간판_가로형간판_000030": { + "txt": "록시 뷰티헤어렙" + }, + "간판_가로형간판_000031": { + "txt": "독서실" + }, + "간판_가로형간판_000032": { + "txt": "만 물" + }, + "간판_가로형간판_000033": { + "txt": "레고 블럭 펀" + }, + "간판_가로형간판_000034": { + "txt": "헤어 보 삼" + }, + "간판_가로형간판_000035": { + "txt": "현정상회 제주산 건옥돔 어물류 일절" + }, + "간판_가로형간판_000036": { + "txt": "월복" + }, + "간판_가로형간판_000037": { + "txt": "우리분식" + }, + "간판_가로형간판_000038": { + "txt": "코인노래" + }, + "간판_가로형간판_000039": { + "txt": "스터디룸" + }, + "간판_가로형간판_000040": { + "txt": "동양주방" + }, + "간판_가로형간판_000041": { + "txt": "돼지 제주암돼지전문점" + }, + "간판_가로형간판_000042": { + "txt": "삼칠포차" + }, + "간판_가로형간판_000043": { + "txt": "노량진생고기" + }, + "간판_가로형간판_000044": { + "txt": "닭갈비 전문점" + }, + "간판_가로형간판_000045": { + "txt": "조은의원 제주" + }, + "간판_가로형간판_000046": { + "txt": "정 독서실" + }, + "간판_가로형간판_000047": { + "txt": "헤어스케치" + }, + "간판_가로형간판_000048": { + "txt": "헤어라인" + }, + "간판_가로형간판_000049": { + "txt": "뽕꼬랑" + }, + "간판_가로형간판_000050": { + "txt": "김밥 포 장" + }, + "간판_가로형간판_000051": { + "txt": "우아한" + }, + "간판_가로형간판_000052": { + "txt": "세탁소 용 현" + }, + "간판_가로형간판_000053": { + "txt": "노들약국" + }, + "간판_가로형간판_000054": { + "txt": "곽피부과의원" + }, + "간판_가로형간판_000055": { + "txt": "에이스" + }, + "간판_가로형간판_000056": { + "txt": "쌀국수" + }, + "간판_가로형간판_000057": { + "txt": "만두 왕 분식" + }, + "간판_가로형간판_000058": { + "txt": "박지현" + }, + "간판_가로형간판_000059": { + "txt": "파라팜" + }, + "간판_가로형간판_000060": { + "txt": "캐슬파인 원룸텔" + }, + "간판_가로형간판_000061": { + "txt": "미용재료" + }, + "간판_가로형간판_000062": { + "txt": "해피하우스" + }, + "간판_가로형간판_000063": { + "txt": "콩 이 네" + }, + "간판_가로형간판_000064": { + "txt": "아띠아 스킨케어" + }, + "간판_가로형간판_000065": { + "txt": "용두암 노래연습장 지하" + }, + "간판_가로형간판_000066": { + "txt": "메가타워" + }, + "간판_가로형간판_000067": { + "txt": "동해야 조 림" + }, + "간판_가로형간판_000068": { + "txt": "영영" + }, + "간판_가로형간판_000069": { + "txt": "국수 생" + }, + "간판_가로형간판_000070": { + "txt": "용문 집 닭" + }, + "간판_가로형간판_000071": { + "txt": "헤어 샵 뉴" + }, + "간판_가로형간판_000072": { + "txt": "오리전문 불백 전라도" + }, + "간판_가로형간판_000073": { + "txt": "청산별곱" + }, + "간판_가로형간판_000074": { + "txt": "코코메기" + }, + "간판_가로형간판_000075": { + "txt": "메가스터디타워" + }, + "간판_가로형간판_000076": { + "txt": "아띠 스킨케어" + }, + "간판_가로형간판_000077": { + "txt": "내과의원 소아과 명식" + }, + "간판_가로형간판_000078": { + "txt": "돗 장 시" + }, + "간판_가로형간판_000079": { + "txt": "갈비 광 령" + }, + "간판_가로형간판_000080": { + "txt": "해커스임용" + }, + "간판_가로형간판_000081": { + "txt": "아프리카" + }, + "간판_가로형간판_000082": { + "txt": "아니 그게아니고 소주" + }, + "간판_가로형간판_000083": { + "txt": "먹거리" + }, + "간판_가로형간판_000084": { + "txt": "베스트" + }, + "간판_가로형간판_000085": { + "txt": "명품스토리" + }, + "간판_가로형간판_000086": { + "txt": "신제주김치 주문 전화" + }, + "간판_가로형간판_000087": { + "txt": "가향빌" + }, + "간판_가로형간판_000088": { + "txt": "당그네 편안한 맛터 맛있는 쉼터" + }, + "간판_가로형간판_000089": { + "txt": "밥드림" + }, + "간판_가로형간판_000090": { + "txt": "무 지 개" + }, + "간판_가로형간판_000091": { + "txt": "김밥 샌드위치" + }, + "간판_가로형간판_000092": { + "txt": "귀 아낭" + }, + "간판_가로형간판_000093": { + "txt": "추자 본섬 연동점" + }, + "간판_가로형간판_000094": { + "txt": "복지피부과 부 과" + }, + "간판_가로형간판_000095": { + "txt": "전봇대집" + }, + "간판_가로형간판_000096": { + "txt": "대게 회 연동" + }, + "간판_가로형간판_000097": { + "txt": "밥 상" + }, + "간판_가로형간판_000098": { + "txt": "신한지적" + }, + "간판_가로형간판_000099": { + "txt": "세일링" + }, + "간판_가로형간판_000100": { + "txt": "재현 이네" + }, + "간판_가로형간판_000101": { + "txt": "사진관" + }, + "간판_가로형간판_000102": { + "txt": "행복한 미용실 스토리가 있는" + }, + "간판_가로형간판_000103": { + "txt": "김치찜전문점" + }, + "간판_가로형간판_000104": { + "txt": "청원 통닭" + }, + "간판_가로형간판_000105": { + "txt": "돈오비" + }, + "간판_가로형간판_000106": { + "txt": "포장마차" + }, + "간판_가로형간판_000107": { + "txt": "오늘은 좋은날" + }, + "간판_가로형간판_000108": { + "txt": "부길 가 든" + }, + "간판_가로형간판_000109": { + "txt": "루 비 단란주점" + }, + "간판_가로형간판_000110": { + "txt": "연동삼계탕" + }, + "간판_가로형간판_000111": { + "txt": "양푼왕갈비" + }, + "간판_가로형간판_000112": { + "txt": "남포빌딩" + }, + "간판_가로형간판_000113": { + "txt": "대우부동산" + }, + "간판_가로형간판_000114": { + "txt": "밥숟가락 생선조림전문" + }, + "간판_가로형간판_000115": { + "txt": "경호 태권도" + }, + "간판_가로형간판_000116": { + "txt": "동물종합병원" + }, + "간판_가로형간판_000117": { + "txt": "불닭발" + }, + "간판_가로형간판_000118": { + "txt": "라인 필라테스" + }, + "간판_가로형간판_000119": { + "txt": "미미 래" + }, + "간판_가로형간판_000120": { + "txt": "태후 사랑 헤어샵" + }, + "간판_가로형간판_000121": { + "txt": "도형건축사" + }, + "간판_가로형간판_000122": { + "txt": "병천" + }, + "간판_가로형간판_000123": { + "txt": "미스테리" + }, + "간판_가로형간판_000124": { + "txt": "한국" + }, + "간판_가로형간판_000125": { + "txt": "경혈" + }, + "간판_가로형간판_000126": { + "txt": "마사지" + }, + "간판_가로형간판_000127": { + "txt": "투" + }, + "간판_가로형간판_000128": { + "txt": "베이커리" + }, + "간판_가로형간판_000129": { + "txt": "뿌띠끄" + }, + "간판_가로형간판_000130": { + "txt": "디 오 구" + }, + "간판_가로형간판_000131": { + "txt": "쌈" + }, + "간판_가로형간판_000132": { + "txt": "냉" + }, + "간판_가로형간판_000133": { + "txt": "한강" + }, + "간판_가로형간판_000134": { + "txt": "통" + }, + "간판_가로형간판_000135": { + "txt": "연구소" + }, + "간판_가로형간판_000136": { + "txt": "뼈 찜" + }, + "간판_가로형간판_000137": { + "txt": "감 자 탕" + }, + "간판_가로형간판_000138": { + "txt": "디오니스" + }, + "간판_가로형간판_000139": { + "txt": "미인" + }, + "간판_가로형간판_000140": { + "txt": "투다리" + }, + "간판_가로형간판_000141": { + "txt": "다나" + }, + "간판_가로형간판_000142": { + "txt": "한의원" + }, + "간판_가로형간판_000143": { + "txt": "스카이" + }, + "간판_가로형간판_000144": { + "txt": "스마트" + }, + "간판_가로형간판_000145": { + "txt": "원룸텔" + }, + "간판_가로형간판_000146": { + "txt": "비틀즈" + }, + "간판_가로형간판_000147": { + "txt": "대명" + }, + "간판_가로형간판_000148": { + "txt": "한빛" + }, + "간판_가로형간판_000149": { + "txt": "안" + }, + "간판_가로형간판_000150": { + "txt": "랜드" + }, + "간판_가로형간판_000151": { + "txt": "콘택트" + }, + "간판_가로형간판_000152": { + "txt": "춘향골" + }, + "간판_가로형간판_000153": { + "txt": "대 령" + }, + "간판_가로형간판_000154": { + "txt": "생 고기" + }, + "간판_가로형간판_000155": { + "txt": "김밥사" + }, + "간판_가로형간판_000156": { + "txt": "명동" + }, + "간판_가로형간판_000157": { + "txt": "찌개마 을" + }, + "간판_가로형간판_000158": { + "txt": "이탄집" + }, + "간판_가로형간판_000159": { + "txt": "이 모" + }, + "간판_가로형간판_000160": { + "txt": "김 치" + }, + "간판_가로형간판_000161": { + "txt": "생 삼" + }, + "간판_가로형간판_000162": { + "txt": "청룡포차" + }, + "간판_가로형간판_000163": { + "txt": "쌀 통 닭" + }, + "간판_가로형간판_000164": { + "txt": "타는" + }, + "간판_가로형간판_000165": { + "txt": "석쇠" + }, + "간판_가로형간판_000166": { + "txt": "다정노인복지센터" + }, + "간판_가로형간판_000167": { + "txt": "동원인테리어" + }, + "간판_가로형간판_000168": { + "txt": "먹보포차" + }, + "간판_가로형간판_000169": { + "txt": "네일숲" + }, + "간판_가로형간판_000170": { + "txt": "지혜 헤어" + }, + "간판_가로형간판_000171": { + "txt": "바다의별어린이집" + }, + "간판_가로형간판_000172": { + "txt": "명성식당 가정식 백반" + }, + "간판_가로형간판_000173": { + "txt": "스마일마트" + }, + "간판_가로형간판_000174": { + "txt": "경원어페럴" + }, + "간판_가로형간판_000175": { + "txt": "짜리몽땅" + }, + "간판_가로형간판_000176": { + "txt": "디자인 부동산" + }, + "간판_가로형간판_000177": { + "txt": "써니 네 호프" + }, + "간판_가로형간판_000178": { + "txt": "뽑스타뽑기왕" + }, + "간판_가로형간판_000179": { + "txt": "알파 당구장" + }, + "간판_가로형간판_000180": { + "txt": "그린 포토" + }, + "간판_가로형간판_000181": { + "txt": "소육옥" + }, + "간판_가로형간판_000182": { + "txt": "양평당한의원" + }, + "간판_가로형간판_000183": { + "txt": "안민" + }, + "간판_가로형간판_000184": { + "txt": "일공 익스프레스" + }, + "간판_가로형간판_000185": { + "txt": "금광설비 종합집수리" + }, + "간판_가로형간판_000186": { + "txt": "양 부동산" + }, + "간판_가로형간판_000187": { + "txt": "삼보부동산 사무소" + }, + "간판_가로형간판_000188": { + "txt": "엄 마의 손맛" + }, + "간판_가로형간판_000189": { + "txt": "티아라 모드 숙녀복전문" + }, + "간판_가로형간판_000190": { + "txt": "삼성설비" + }, + "간판_가로형간판_000191": { + "txt": "진영건설" + }, + "간판_가로형간판_000192": { + "txt": "강원" + }, + "간판_가로형간판_000193": { + "txt": "신현대하우징페어" + }, + "간판_가로형간판_000194": { + "txt": "유진금" + }, + "간판_가로형간판_000195": { + "txt": "화진테크" + }, + "간판_가로형간판_000196": { + "txt": "서일 사우나" + }, + "간판_가로형간판_000197": { + "txt": "중랑성모의원 비만" + }, + "간판_가로형간판_000198": { + "txt": "봉화호프" + }, + "간판_가로형간판_000199": { + "txt": "개성숯불갈비" + }, + "간판_가로형간판_000200": { + "txt": "혜원 어린이집" + }, + "간판_가로형간판_000201": { + "txt": "늘푸른" + }, + "간판_가로형간판_000202": { + "txt": "늘강헤어" + }, + "간판_가로형간판_000203": { + "txt": "헤 어 코" + }, + "간판_가로형간판_000204": { + "txt": "장터멸치국수" + }, + "간판_가로형간판_000205": { + "txt": "우리슈퍼" + }, + "간판_가로형간판_000206": { + "txt": "명인 도배 인테리어" + }, + "간판_가로형간판_000207": { + "txt": "진흥마켓" + }, + "간판_가로형간판_000208": { + "txt": "엄지 네일" + }, + "간판_가로형간판_000209": { + "txt": "그녀의 속눈썹" + }, + "간판_가로형간판_000210": { + "txt": "오 앤살롱" + }, + "간판_가로형간판_000211": { + "txt": "한양전기" + }, + "간판_가로형간판_000212": { + "txt": "호성식품" + }, + "간판_가로형간판_000213": { + "txt": "동원 부동산" + }, + "간판_가로형간판_000214": { + "txt": "다래미술" + }, + "간판_가로형간판_000215": { + "txt": "동원당 한의원" + }, + "간판_가로형간판_000216": { + "txt": "썬 노래방" + }, + "간판_가로형간판_000217": { + "txt": "치킨플 스" + }, + "간판_가로형간판_000218": { + "txt": "탑 공인중개사" + }, + "간판_가로형간판_000219": { + "txt": "덕와 정육점 대박정육점" + }, + "간판_가로형간판_000220": { + "txt": "옛골 멸치국수" + }, + "간판_가로형간판_000221": { + "txt": "소곱창 소곱창 양구이" + }, + "간판_가로형간판_000222": { + "txt": "양심 정육점" + }, + "간판_가로형간판_000223": { + "txt": "카페 제이미" + }, + "간판_가로형간판_000224": { + "txt": "제주돈선생" + }, + "간판_가로형간판_000225": { + "txt": "상봉흑염소 홍삼다림 전문점" + }, + "간판_가로형간판_000226": { + "txt": "고향 밥집" + }, + "간판_가로형간판_000227": { + "txt": "전주한식뷔페" + }, + "간판_가로형간판_000228": { + "txt": "이재연포토스튜디오" + }, + "간판_가로형간판_000229": { + "txt": "명진전기 전기공사전문" + }, + "간판_가로형간판_000230": { + "txt": "경원식당" + }, + "간판_가로형간판_000231": { + "txt": "스마피 다이어트" + }, + "간판_가로형간판_000232": { + "txt": "민박사" + }, + "간판_가로형간판_000233": { + "txt": "성지소곱창" + }, + "간판_가로형간판_000234": { + "txt": "명동옷수선 양장홈패션전문" + }, + "간판_가로형간판_000235": { + "txt": "대성" + }, + "간판_가로형간판_000236": { + "txt": "이홍철산부인과" + }, + "간판_가로형간판_000237": { + "txt": "요조숙녀" + }, + "간판_가로형간판_000238": { + "txt": "수도" + }, + "간판_가로형간판_000239": { + "txt": "간판" + }, + "간판_가로형간판_000240": { + "txt": "부동산" + }, + "간판_가로형간판_000241": { + "txt": "팔복부동산" + }, + "간판_가로형간판_000242": { + "txt": "워드기획" + }, + "간판_가로형간판_000243": { + "txt": "가 위 클럽" + }, + "간판_가로형간판_000244": { + "txt": "푸리우드치과" + }, + "간판_가로형간판_000245": { + "txt": "스시" + }, + "간판_가로형간판_000246": { + "txt": "행운 부동산" + }, + "간판_가로형간판_000247": { + "txt": "간판" + }, + "간판_가로형간판_000248": { + "txt": "여기" + }, + "간판_가로형간판_000249": { + "txt": "그림나라 어린이집" + }, + "간판_가로형간판_000250": { + "txt": "진천" + }, + "간판_가로형간판_000251": { + "txt": "중앙약국" + }, + "간판_가로형간판_000252": { + "txt": "쉬즈 헤어" + }, + "간판_가로형간판_000253": { + "txt": "이훈규 메디칼" + }, + "간판_가로형간판_000254": { + "txt": "막 썰어 조개장터" + }, + "간판_가로형간판_000255": { + "txt": "에이스 카" + }, + "간판_가로형간판_000256": { + "txt": "부흥 닭강정" + }, + "간판_가로형간판_000257": { + "txt": "짝태" + }, + "간판_가로형간판_000258": { + "txt": "한성이삿짐" + }, + "간판_가로형간판_000259": { + "txt": "정원" + }, + "간판_가로형간판_000260": { + "txt": "서울부동산 공인중개사 사무소" + }, + "간판_가로형간판_000261": { + "txt": "멸치국수 원조 공릉동" + }, + "간판_가로형간판_000262": { + "txt": "용추골 순대 감자탕" + }, + "간판_가로형간판_000263": { + "txt": "아동복 보물창고" + }, + "간판_가로형간판_000264": { + "txt": "한국교육원연합회" + }, + "간판_가로형간판_000265": { + "txt": "가죽 수제화 전문 할인매장 화곡본동점" + }, + "간판_가로형간판_000266": { + "txt": "철거 미래 환경철거" + }, + "간판_가로형간판_000267": { + "txt": "좋은일자리" + }, + "간판_가로형간판_000268": { + "txt": "삼진출력센타 출력 전문점 복사" + }, + "간판_가로형간판_000269": { + "txt": "마사지 아로마" + }, + "간판_가로형간판_000270": { + "txt": "신축빌라분양" + }, + "간판_가로형간판_000271": { + "txt": "지기 폰 액정필름" + }, + "간판_가로형간판_000272": { + "txt": "사계절 화장품 전문점" + }, + "간판_가로형간판_000273": { + "txt": "부동산 세종 공인중개사 사무소" + }, + "간판_가로형간판_000274": { + "txt": "대성장식" + }, + "간판_가로형간판_000275": { + "txt": "대광유통 생활용품" + }, + "간판_가로형간판_000276": { + "txt": "김 김" + }, + "간판_가로형간판_000277": { + "txt": "컴퓨터 나 노" + }, + "간판_가로형간판_000278": { + "txt": "센터 화곡점" + }, + "간판_가로형간판_000279": { + "txt": "고기천하 예약문의" + }, + "간판_가로형간판_000280": { + "txt": "국시" + }, + "간판_가로형간판_000281": { + "txt": "짱 포치" + }, + "간판_가로형간판_000282": { + "txt": "이재 공인중개사 사무소" + }, + "간판_가로형간판_000283": { + "txt": "유리 동아" + }, + "간판_가로형간판_000284": { + "txt": "성공 부동산 법률중개사" + }, + "간판_가로형간판_000285": { + "txt": "전문 계절음식 전주집" + }, + "간판_가로형간판_000286": { + "txt": "화곡어시장 싱싱한" + }, + "간판_가로형간판_000287": { + "txt": "충북식당" + }, + "간판_가로형간판_000288": { + "txt": "덕화네 음악광장 보이차" + }, + "간판_가로형간판_000289": { + "txt": "풍경 통나무가구 그릇" + }, + "간판_가로형간판_000290": { + "txt": "머리 미용실 예약문의" + }, + "간판_가로형간판_000291": { + "txt": "금" + }, + "간판_가로형간판_000292": { + "txt": "신약국" + }, + "간판_가로형간판_000293": { + "txt": "치킨팩토리" + }, + "간판_가로형간판_000294": { + "txt": "엘리트 공인주액사" + }, + "간판_가로형간판_000295": { + "txt": "성호 그린 세탁" + }, + "간판_가로형간판_000296": { + "txt": "세움학원" + }, + "간판_가로형간판_000297": { + "txt": "나누리 부동산 공인중개사 사 무 소" + }, + "간판_가로형간판_000298": { + "txt": "쉬크" + }, + "간판_가로형간판_000299": { + "txt": "친정엄마 반찬 가게" + }, + "간판_가로형간판_000300": { + "txt": "정수기 총판 필터관리" + }, + "간판_가로형간판_000301": { + "txt": "수 헤어커커 수명산파크" + }, + "간판_가로형간판_000302": { + "txt": "현헤어" + }, + "간판_가로형간판_000303": { + "txt": "서울방문요양센터" + }, + "간판_가로형간판_000304": { + "txt": "컷트 전문점 스타일 헤어" + }, + "간판_가로형간판_000305": { + "txt": "스시 초밥전문점" + }, + "간판_가로형간판_000306": { + "txt": "나누리 치킨 호프 소주" + }, + "간판_가로형간판_000307": { + "txt": "정다믄김밥 일반음식점 내발산점" + }, + "간판_가로형간판_000308": { + "txt": "국어 영어 수학" + }, + "간판_가로형간판_000309": { + "txt": "우 장 산 막 창" + }, + "간판_가로형간판_000310": { + "txt": "머리염색전문점 오땡큐 우장산점 체인점문의" + }, + "간판_가로형간판_000311": { + "txt": "고 려 타 일 수입 타일 도기" + }, + "간판_가로형간판_000312": { + "txt": "필 인테리어 씽크대" + }, + "간판_가로형간판_000313": { + "txt": "비젼 공인중개사 사무소" + }, + "간판_가로형간판_000314": { + "txt": "성공부동산 중개사무소 김옥근" + }, + "간판_가로형간판_000315": { + "txt": "대신 부동산 공인중개사사무소" + }, + "간판_가로형간판_000316": { + "txt": "내발산센터 교육상담" + }, + "간판_가로형간판_000317": { + "txt": "한미르학원 전문 고" + }, + "간판_가로형간판_000318": { + "txt": "동산 손 만두" + }, + "간판_가로형간판_000319": { + "txt": "금강복권판매점" + }, + "간판_가로형간판_000320": { + "txt": "골프아카데미 프로 원용일 대표전화" + }, + "간판_가로형간판_000321": { + "txt": "두바이 게임랜 드" + }, + "간판_가로형간판_000322": { + "txt": "농실가 찹쌀순대" + }, + "간판_가로형간판_000323": { + "txt": "나눌" + }, + "간판_가로형간판_000324": { + "txt": "백조사 크리닝세탁" + }, + "간판_가로형간판_000325": { + "txt": "우리 마트" + }, + "간판_가로형간판_000326": { + "txt": "밥상" + }, + "간판_가로형간판_000327": { + "txt": "제니헤어" + }, + "간판_가로형간판_000328": { + "txt": "시은교회" + }, + "간판_가로형간판_000329": { + "txt": "우럭알탕" + }, + "간판_가로형간판_000330": { + "txt": "노래연습장" + }, + "간판_가로형간판_000331": { + "txt": "꿀꿀이 대패파삼" + }, + "간판_가로형간판_000332": { + "txt": "알미늄 스텐" + }, + "간판_가로형간판_000333": { + "txt": "중개사무소" + }, + "간판_가로형간판_000334": { + "txt": "한강 프라자 약 국" + }, + "간판_가로형간판_000335": { + "txt": "정이비인후과" + }, + "간판_가로형간판_000336": { + "txt": "간판 옥외광고사인" + }, + "간판_가로형간판_000337": { + "txt": "나눌" + }, + "간판_가로형간판_000338": { + "txt": "미즈헤어 샵" + }, + "간판_가로형간판_000339": { + "txt": "대림부동산" + }, + "간판_가로형간판_000340": { + "txt": "메달리스트" + }, + "간판_가로형간판_000341": { + "txt": "남원 추어탕" + }, + "간판_가로형간판_000342": { + "txt": "민" + }, + "간판_가로형간판_000343": { + "txt": "행운 인테리어" + }, + "간판_가로형간판_000344": { + "txt": "곧음포차" + }, + "간판_가로형간판_000345": { + "txt": "비어 포차" + }, + "간판_가로형간판_000346": { + "txt": "집수리" + }, + "간판_가로형간판_000347": { + "txt": "교회 교육관" + }, + "간판_가로형간판_000348": { + "txt": "데이지" + }, + "간판_가로형간판_000349": { + "txt": "꽃지 노래연습장" + }, + "간판_가로형간판_000350": { + "txt": "인형뽑기" + }, + "간판_가로형간판_000351": { + "txt": "파인드라이브" + }, + "간판_가로형간판_000352": { + "txt": "루마 버텍스" + }, + "간판_가로형간판_000353": { + "txt": "라헬 헤어" + }, + "간판_가로형간판_000354": { + "txt": "헬리오" + }, + "간판_가로형간판_000355": { + "txt": "고운피부샵" + }, + "간판_가로형간판_000356": { + "txt": "가야밀면" + }, + "간판_가로형간판_000357": { + "txt": "네일물들다" + }, + "간판_가로형간판_000358": { + "txt": "일등공인중개사" + }, + "간판_가로형간판_000359": { + "txt": "대상타일" + }, + "간판_가로형간판_000360": { + "txt": "떡" + }, + "간판_가로형간판_000361": { + "txt": "멍냥이공작소" + }, + "간판_가로형간판_000362": { + "txt": "에코 마 음" + }, + "간판_가로형간판_000363": { + "txt": "뷰셀헤 어" + }, + "간판_가로형간판_000364": { + "txt": "마이필라테스" + }, + "간판_가로형간판_000365": { + "txt": "청명학원" + }, + "간판_가로형간판_000366": { + "txt": "부천 이화 국" + }, + "간판_가로형간판_000367": { + "txt": "스크린골프 연습장" + }, + "간판_가로형간판_000368": { + "txt": "안녕 심리발달센터" + }, + "간판_가로형간판_000369": { + "txt": "햇빛과단비 음악학원" + }, + "간판_가로형간판_000370": { + "txt": "교육상담" + }, + "간판_가로형간판_000371": { + "txt": "강남스타일" + }, + "간판_가로형간판_000372": { + "txt": "싹피티" + }, + "간판_가로형간판_000373": { + "txt": "닭 장작구이" + }, + "간판_가로형간판_000374": { + "txt": "스타 리버파크" + }, + "간판_가로형간판_000375": { + "txt": "헤어" + }, + "간판_가로형간판_000376": { + "txt": "잔치" + }, + "간판_가로형간판_000377": { + "txt": "신일 공인중개사" + }, + "간판_가로형간판_000378": { + "txt": "부천금속" + }, + "간판_가로형간판_000379": { + "txt": "부동산" + }, + "간판_가로형간판_000380": { + "txt": "아구 해물" + }, + "간판_가로형간판_000381": { + "txt": "비어 포차" + }, + "간판_가로형간판_000382": { + "txt": "백금당" + }, + "간판_가로형간판_000383": { + "txt": "스위트 속눈썹연장 네일" + }, + "간판_가로형간판_000384": { + "txt": "원앙씽크" + }, + "간판_가로형간판_000385": { + "txt": "예림" + }, + "간판_가로형간판_000386": { + "txt": "정남순 울곱창" + }, + "간판_가로형간판_000387": { + "txt": "한일전기" + }, + "간판_가로형간판_000388": { + "txt": "송가네 빈대떡" + }, + "간판_가로형간판_000389": { + "txt": "송가네 해물포차" + }, + "간판_가로형간판_000390": { + "txt": "명동 마" + }, + "간판_가로형간판_000391": { + "txt": "닭갈비" + }, + "간판_가로형간판_000392": { + "txt": "한솔약국" + }, + "간판_가로형간판_000393": { + "txt": "행복한공간" + }, + "간판_가로형간판_000394": { + "txt": "어 린 집" + }, + "간판_가로형간판_000395": { + "txt": "무전기 한마음" + }, + "간판_가로형간판_000396": { + "txt": "한양 부 동산" + }, + "간판_가로형간판_000397": { + "txt": "미락김밥" + }, + "간판_가로형간판_000398": { + "txt": "풍년 국수" + }, + "간판_가로형간판_000399": { + "txt": "연" + }, + "간판_가로형간판_000400": { + "txt": "미광유리" + }, + "간판_가로형간판_000401": { + "txt": "꼬꼬 바베큐" + }, + "간판_가로형간판_000402": { + "txt": "직판장" + }, + "간판_가로형간판_000403": { + "txt": "당진 직판장 쌀" + }, + "간판_가로형간판_000404": { + "txt": "철이네 푸드" + }, + "간판_가로형간판_000405": { + "txt": "은성 냉열" + }, + "간판_가로형간판_000406": { + "txt": "현대식당" + }, + "간판_가로형간판_000407": { + "txt": "온전한교회" + }, + "간판_가로형간판_000408": { + "txt": "간판" + }, + "간판_가로형간판_000409": { + "txt": "더 예쁜" + }, + "간판_가로형간판_000410": { + "txt": "커피 을 꾸는" + }, + "간판_가로형간판_000411": { + "txt": "나미야" + }, + "간판_가로형간판_000412": { + "txt": "막동이" + }, + "간판_가로형간판_000413": { + "txt": "삼백대패" + }, + "간판_가로형간판_000414": { + "txt": "감만 족" + }, + "간판_가로형간판_000415": { + "txt": "야시장" + }, + "간판_가로형간판_000416": { + "txt": "프레스트" + }, + "간판_가로형간판_000417": { + "txt": "봄빛 온 누리 약국" + }, + "간판_가로형간판_000418": { + "txt": "명동 마을" + }, + "간판_가로형간판_000419": { + "txt": "나래태 권 도" + }, + "간판_가로형간판_000420": { + "txt": "해물찜" + }, + "간판_가로형간판_000421": { + "txt": "방문 요양" + }, + "간판_가로형간판_000422": { + "txt": "전자담배" + }, + "간판_가로형간판_000423": { + "txt": "나라" + }, + "간판_가로형간판_000424": { + "txt": "코인 노래방" + }, + "간판_가로형간판_000425": { + "txt": "중앙정형외과" + }, + "간판_가로형간판_000426": { + "txt": "메디 약국" + }, + "간판_가로형간판_000427": { + "txt": "애견 제" + }, + "간판_가로형간판_000428": { + "txt": "이서 헤어" + }, + "간판_가로형간판_000429": { + "txt": "에이스마트" + }, + "간판_가로형간판_000430": { + "txt": "송가네도로케" + }, + "간판_가로형간판_000431": { + "txt": "간판" + }, + "간판_가로형간판_000432": { + "txt": "한 지 공" + }, + "간판_가로형간판_000433": { + "txt": "주원종합광고기획" + }, + "간판_가로형간판_000434": { + "txt": "유명" + }, + "간판_가로형간판_000435": { + "txt": "화 점 카페트" + }, + "간판_가로형간판_000436": { + "txt": "천 평 교" + }, + "간판_가로형간판_000437": { + "txt": "도장 철물" + }, + "간판_가로형간판_000438": { + "txt": "삼산동 행정복지" + }, + "간판_가로형간판_000439": { + "txt": "삼산동노인 장수복지대학" + }, + "간판_가로형간판_000440": { + "txt": "순천성북" + }, + "간판_가로형간판_000441": { + "txt": "뮤직아트스쿨" + }, + "간판_가로형간판_000442": { + "txt": "코코마트" + }, + "간판_가로형간판_000443": { + "txt": "혜성 미장원" + }, + "간판_가로형간판_000444": { + "txt": "산공인중" + }, + "간판_가로형간판_000445": { + "txt": "뚜" + }, + "간판_가로형간판_000446": { + "txt": "성 창호 잡철" + }, + "간판_가로형간판_000447": { + "txt": "심리연구 아동 가족 미술 모래 놀이치료" + }, + "간판_가로형간판_000448": { + "txt": "아탑" + }, + "간판_가로형간판_000449": { + "txt": "인베이 스터디카페" + }, + "간판_가로형간판_000450": { + "txt": "깐 풍" + }, + "간판_가로형간판_000451": { + "txt": "에 델" + }, + "간판_가로형간판_000452": { + "txt": "클럽 바이킹" + }, + "간판_가로형간판_000453": { + "txt": "어텍캠프" + }, + "간판_가로형간판_000454": { + "txt": "부동 정보 영코리아" + }, + "간판_가로형간판_000455": { + "txt": "베이 캠프" + }, + "간판_가로형간판_000456": { + "txt": "딱 여기네" + }, + "간판_가로형간판_000457": { + "txt": "대해 원 룸" + }, + "간판_가로형간판_000458": { + "txt": "칼라디" + }, + "간판_가로형간판_000459": { + "txt": "모모 학사주점" + }, + "간판_가로형간판_000460": { + "txt": "건산리" + }, + "간판_가로형간판_000461": { + "txt": "고기먹기 더라도 고기 괜찮잖아" + }, + "간판_가로형간판_000462": { + "txt": "향림" + }, + "간판_가로형간판_000463": { + "txt": "파랑새 노래연습 장" + }, + "간판_가로형간판_000464": { + "txt": "금탑 노래연습장" + }, + "간판_가로형간판_000465": { + "txt": "실내야구장 사격 게임" + }, + "간판_가로형간판_000466": { + "txt": "순천시문화건강센터" + }, + "간판_가로형간판_000467": { + "txt": "미래융합대학 평생교육원" + }, + "간판_가로형간판_000468": { + "txt": "닮 사진관" + }, + "간판_가로형간판_000469": { + "txt": "모범문구센터" + }, + "간판_가로형간판_000470": { + "txt": "바흐부동산" + }, + "간판_가로형간판_000471": { + "txt": "미국복" + }, + "간판_가로형간판_000472": { + "txt": "신 마" + }, + "간판_가로형간판_000473": { + "txt": "매곡공인중개사" + }, + "간판_가로형간판_000474": { + "txt": "간 판" + }, + "간판_가로형간판_000475": { + "txt": "인 여 인력 수시모집" + }, + "간판_가로형간판_000476": { + "txt": "전남지업사 장판" + }, + "간판_가로형간판_000477": { + "txt": "하나타일" + }, + "간판_가로형간판_000478": { + "txt": "노리아" + }, + "간판_가로형간판_000479": { + "txt": "달콤한 소은이" + }, + "간판_가로형간판_000480": { + "txt": "다정마트" + }, + "간판_가로형간판_000481": { + "txt": "도은영 대금산조 국악원 은성 문화원" + }, + "간판_가로형간판_000482": { + "txt": "현 경찰신문" + }, + "간판_가로형간판_000483": { + "txt": "블 밍갤러리" + }, + "간판_가로형간판_000484": { + "txt": "파티" + }, + "간판_가로형간판_000485": { + "txt": "청해식당" + }, + "간판_가로형간판_000486": { + "txt": "국내산 다슬기" + }, + "간판_가로형간판_000487": { + "txt": "나님의 세계복음 교" + }, + "간판_가로형간판_000488": { + "txt": "연산 국악원 순천좌도농악연구" + }, + "간판_가로형간판_000489": { + "txt": "도 합기도" + }, + "간판_가로형간판_000490": { + "txt": "오토바" + }, + "간판_가로형간판_000491": { + "txt": "대호반점" + }, + "간판_가로형간판_000492": { + "txt": "신일금속" + }, + "간판_가로형간판_000493": { + "txt": "선구이" + }, + "간판_가로형간판_000494": { + "txt": "린마트" + }, + "간판_가로형간판_000495": { + "txt": "영일건축인테리어 아파트 상가" + }, + "간판_가로형간판_000496": { + "txt": "한빛 에너" + }, + "간판_가로형간판_000497": { + "txt": "관광여행사 뉴팔마 한마음" + }, + "간판_가로형간판_000498": { + "txt": "에디뜨안경타운" + }, + "간판_가로형간판_000499": { + "txt": "장수한 국 약" + }, + "간판_가로형간판_000500": { + "txt": "자 식당" + }, + "간판_가로형간판_000501": { + "txt": "순천알 뜰매 장" + }, + "간판_가로형간판_000502": { + "txt": "대동엠씨" + }, + "간판_가로형간판_000503": { + "txt": "생명로순천교회 대한예수교장로회" + }, + "간판_가로형간판_000504": { + "txt": "지 평 선" + }, + "간판_가로형간판_000505": { + "txt": "순천사무용가구" + }, + "간판_가로형간판_000506": { + "txt": "다솜노인복지센터" + }, + "간판_가로형간판_000507": { + "txt": "남도밥" + }, + "간판_가로형간판_000508": { + "txt": "명운공방" + }, + "간판_가로형간판_000509": { + "txt": "헤어" + }, + "간판_가로형간판_000510": { + "txt": "커피다 방" + }, + "간판_가로형간판_000511": { + "txt": "최상민 헤어 홀릭" + }, + "간판_가로형간판_000512": { + "txt": "대성사 전기재료 일체" + }, + "간판_가로형간판_000513": { + "txt": "해성세탁나라" + }, + "간판_가로형간판_000514": { + "txt": "씽크 구" + }, + "간판_가로형간판_000515": { + "txt": "연세광혜병원" + }, + "간판_가로형간판_000516": { + "txt": "정 방" + }, + "간판_가로형간판_000517": { + "txt": "참새 들녁" + }, + "간판_가로형간판_000518": { + "txt": "연희 미용실" + }, + "간판_가로형간판_000519": { + "txt": "억 의 한잔" + }, + "간판_가로형간판_000520": { + "txt": "대 왕 수리" + }, + "간판_가로형간판_000521": { + "txt": "평화장식" + }, + "간판_가로형간판_000522": { + "txt": "세명전자" + }, + "간판_가로형간판_000523": { + "txt": "다은 혜 교회" + }, + "간판_가로형간판_000524": { + "txt": "무지개 미용실" + }, + "간판_가로형간판_000525": { + "txt": "척추관절전문 연세광혜병원 용" + }, + "간판_가로형간판_000526": { + "txt": "오 행건강" + }, + "간판_가로형간판_000527": { + "txt": "평화장식백화점" + }, + "간판_가로형간판_000528": { + "txt": "이칠세탁" + }, + "간판_가로형간판_000529": { + "txt": "우리집" + }, + "간판_가로형간판_000530": { + "txt": "꽈배기와 튀김 똘마니들" + }, + "간판_가로형간판_000531": { + "txt": "레식" + }, + "간판_가로형간판_000532": { + "txt": "토 종 약초" + }, + "간판_가로형간판_000533": { + "txt": "춘닭" + }, + "간판_가로형간판_000534": { + "txt": "물 유통" + }, + "간판_가로형간판_000535": { + "txt": "깡숙 희" + }, + "간판_가로형간판_000536": { + "txt": "그 다" + }, + "간판_가로형간판_000537": { + "txt": "순 천 진실한교회" + }, + "간판_가로형간판_000538": { + "txt": "순천 경매학원" + }, + "간판_가로형간판_000539": { + "txt": "중앙장" + }, + "간판_가로형간판_000540": { + "txt": "철물" + }, + "간판_가로형간판_000541": { + "txt": "국특송화물" + }, + "간판_가로형간판_000542": { + "txt": "매곡이용원" + }, + "간판_가로형간판_000543": { + "txt": "열 장" + }, + "간판_가로형간판_000544": { + "txt": "북부재가 복지센터" + }, + "간판_가로형간판_000545": { + "txt": "산야초건강" + }, + "간판_가로형간판_000546": { + "txt": "일팔장식" + }, + "간판_가로형간판_000547": { + "txt": "북부인력공사" + }, + "간판_가로형간판_000548": { + "txt": "그리스도의 평화가 여러분과 함께" + }, + "간판_가로형간판_000549": { + "txt": "삼산문구사" + }, + "간판_가로형간판_000550": { + "txt": "파려안 사진책도서관" + }, + "간판_가로형간판_000551": { + "txt": "상가원룸임대" + }, + "간판_가로형간판_000552": { + "txt": "서 영 프로" + }, + "간판_가로형간판_000553": { + "txt": "노동조합" + }, + "간판_가로형간판_000554": { + "txt": "하루" + }, + "간판_가로형간판_000555": { + "txt": "바이올렛" + }, + "간판_가로형간판_000556": { + "txt": "달무리" + }, + "간판_가로형간판_000557": { + "txt": "옛 맛짜장" + }, + "간판_가로형간판_000558": { + "txt": "청담미 피부과" + }, + "간판_가로형간판_000559": { + "txt": "킹노래방" + }, + "간판_가로형간판_000560": { + "txt": "조약" + }, + "간판_가로형간판_000561": { + "txt": "몽마르뜨" + }, + "간판_가로형간판_000562": { + "txt": "히트 당구클럽" + }, + "간판_가로형간판_000563": { + "txt": "좋은날" + }, + "간판_가로형간판_000564": { + "txt": "송파 새 벽집" + }, + "간판_가로형간판_000565": { + "txt": "꼬치포차" + }, + "간판_가로형간판_000566": { + "txt": "송파 노래방" + }, + "간판_가로형간판_000567": { + "txt": "빈대" + }, + "간판_가로형간판_000568": { + "txt": "촌 돼지 숯불갈비" + }, + "간판_가로형간판_000569": { + "txt": "단골집" + }, + "간판_가로형간판_000570": { + "txt": "해도듦 제주포크" + }, + "간판_가로형간판_000571": { + "txt": "국수" + }, + "간판_가로형간판_000572": { + "txt": "해장" + }, + "간판_가로형간판_000573": { + "txt": "뉴월드양갈비" + }, + "간판_가로형간판_000574": { + "txt": "상구족" + }, + "간판_가로형간판_000575": { + "txt": "헤어샵" + }, + "간판_가로형간판_000576": { + "txt": "이지음악학원" + }, + "간판_가로형간판_000577": { + "txt": "네일로운" + }, + "간판_가로형간판_000578": { + "txt": "행복식당" + }, + "간판_가로형간판_000579": { + "txt": "채" + }, + "간판_가로형간판_000580": { + "txt": "송파문고" + }, + "간판_가로형간판_000581": { + "txt": "삼성영어" + }, + "간판_가로형간판_000582": { + "txt": "소명의교회" + }, + "간판_가로형간판_000583": { + "txt": "한빛 교회" + }, + "간판_가로형간판_000584": { + "txt": "오징어집" + }, + "간판_가로형간판_000585": { + "txt": "하노이 별" + }, + "간판_가로형간판_000586": { + "txt": "체인지 유" + }, + "간판_가로형간판_000587": { + "txt": "코코 가츠" + }, + "간판_가로형간판_000588": { + "txt": "마침내카페" + }, + "간판_가로형간판_000589": { + "txt": "짜장 상회" + }, + "간판_가로형간판_000590": { + "txt": "용궁 설렁탕" + }, + "간판_가로형간판_000591": { + "txt": "서강 순대국 뼈해장국" + }, + "간판_가로형간판_000592": { + "txt": "한일 서비스 센터" + }, + "간판_가로형간판_000593": { + "txt": "한일 자동펌프 총판" + }, + "간판_가로형간판_000594": { + "txt": "다솔 문화사" + }, + "간판_가로형간판_000595": { + "txt": "경산광고" + }, + "간판_가로형간판_000596": { + "txt": "대흥모터스" + }, + "간판_가로형간판_000597": { + "txt": "서강 포차 실내포차" + }, + "간판_가로형간판_000598": { + "txt": "고이짱 돈카츠" + }, + "간판_가로형간판_000599": { + "txt": "신기루 자동차공업사" + }, + "간판_가로형간판_000600": { + "txt": "청석골" + }, + "간판_가로형간판_000601": { + "txt": "마포 쌈밥 식당" + }, + "간판_가로형간판_000602": { + "txt": "뉴라이프교회" + }, + "간판_가로형간판_000603": { + "txt": "손톱쟁" + }, + "간판_가로형간판_000604": { + "txt": "서울모터스" + }, + "간판_가로형간판_000605": { + "txt": "서강부동산" + }, + "간판_가로형간판_000606": { + "txt": "세솟는 정형외과병원" + }, + "간판_가로형간판_000607": { + "txt": "요가블러썸" + }, + "간판_가로형간판_000608": { + "txt": "트립티" + }, + "간판_가로형간판_000609": { + "txt": "신촌 온누리 약국" + }, + "간판_가로형간판_000610": { + "txt": "민달팽이 주택협 동조합" + }, + "간판_가로형간판_000611": { + "txt": "로뎀상담실" + }, + "간판_가로형간판_000612": { + "txt": "청년 유니 온" + }, + "간판_가로형간판_000613": { + "txt": "한빛 소프트" + }, + "간판_가로형간판_000614": { + "txt": "장복 설 비" + }, + "간판_가로형간판_000615": { + "txt": "한일도기 상사" + }, + "간판_가로형간판_000616": { + "txt": "빅베어 복싱짐" + }, + "간판_가로형간판_000617": { + "txt": "내사랑 김밥" + }, + "간판_가로형간판_000618": { + "txt": "맛있는 집 한식전문점" + }, + "간판_가로형간판_000619": { + "txt": "일진코스메틱" + }, + "간판_가로형간판_000620": { + "txt": "노고산숯불갈비" + }, + "간판_가로형간판_000621": { + "txt": "우리 이 약국" + }, + "간판_가로형간판_000622": { + "txt": "신촌 소망부동산" + }, + "간판_가로형간판_000623": { + "txt": "오르비학원" + }, + "간판_가로형간판_000624": { + "txt": "신촌 우정부동산" + }, + "간판_가로형간판_000625": { + "txt": "초밥전문점 스시아지토" + }, + "간판_가로형간판_000626": { + "txt": "나무 부동산" + }, + "간판_가로형간판_000627": { + "txt": "마리" + }, + "간판_가로형간판_000628": { + "txt": "솜사탕" + }, + "간판_가로형간판_000629": { + "txt": "아모텔" + }, + "간판_가로형간판_000630": { + "txt": "거상컨설팅 부동산컨설팅" + }, + "간판_가로형간판_000631": { + "txt": "소화기 소방자재 판매" + }, + "간판_가로형간판_000632": { + "txt": "하나축산" + }, + "간판_가로형간판_000633": { + "txt": "노벨 의원" + }, + "간판_가로형간판_000634": { + "txt": "고운미소치과 의원" + }, + "간판_가로형간판_000635": { + "txt": "연세 선앤유외과의원" + }, + "간판_가로형간판_000636": { + "txt": "티오피 산부인과" + }, + "간판_가로형간판_000637": { + "txt": "김성전 김시찬 이비인후과의원" + }, + "간판_가로형간판_000638": { + "txt": "연세 약 국" + }, + "간판_가로형간판_000639": { + "txt": "주식회사 카리스" + }, + "간판_가로형간판_000640": { + "txt": "신흥 떡 집" + }, + "간판_가로형간판_000641": { + "txt": "미즈 헤어" + }, + "간판_가로형간판_000642": { + "txt": "신세계 부동산" + }, + "간판_가로형간판_000643": { + "txt": "에이스 부동산" + }, + "간판_가로형간판_000644": { + "txt": "남원추어탕" + }, + "간판_가로형간판_000645": { + "txt": "초원집" + }, + "간판_가로형간판_000646": { + "txt": "현대 공 인중개사" + }, + "간판_가로형간판_000647": { + "txt": "올리브 약국" + }, + "간판_가로형간판_000648": { + "txt": "국 민 간판" + }, + "간판_가로형간판_000649": { + "txt": "누가 의원 피부과 비뇨기과" + }, + "간판_가로형간판_000650": { + "txt": "삼겹살 과 빈대떡" + }, + "간판_가로형간판_000651": { + "txt": "신촌현대 게임랜드" + }, + "간판_가로형간판_000652": { + "txt": "유앤아이치과" + }, + "간판_가로형간판_000653": { + "txt": "시그니아 독일보청기" + }, + "간판_가로형간판_000654": { + "txt": "신촌 나잡기철학원 타로 사주" + }, + "간판_가로형간판_000655": { + "txt": "우리미용상사 미용재료 백화점" + }, + "간판_가로형간판_000656": { + "txt": "신촌 세민약국" + }, + "간판_가로형간판_000657": { + "txt": "삼성원" + }, + "간판_가로형간판_000658": { + "txt": "일맥한의원" + }, + "간판_가로형간판_000659": { + "txt": "써니 네일" + }, + "간판_가로형간판_000660": { + "txt": "골드테라피" + }, + "간판_가로형간판_000661": { + "txt": "세란치과 의원" + }, + "간판_가로형간판_000662": { + "txt": "메디 팜 현대약국" + }, + "간판_가로형간판_000663": { + "txt": "신촌대표 공인중개사 사무소" + }, + "간판_가로형간판_000664": { + "txt": "아림 수족관 열대어" + }, + "간판_가로형간판_000665": { + "txt": "서울바른이치과" + }, + "간판_가로형간판_000666": { + "txt": "하나로 부동산" + }, + "간판_가로형간판_000667": { + "txt": "동교 신경정신과 의원" + }, + "간판_가로형간판_000668": { + "txt": "미소헤어코디" + }, + "간판_가로형간판_000669": { + "txt": "천호제일축산" + }, + "간판_가로형간판_000670": { + "txt": "수수 밭" + }, + "간판_가로형간판_000671": { + "txt": "국민우유" + }, + "간판_가로형간판_000672": { + "txt": "지현식품 식자재마트" + }, + "간판_가로형간판_000673": { + "txt": "내고향 막창" + }, + "간판_가로형간판_000674": { + "txt": "책방 숨어있는 책" + }, + "간판_가로형간판_000675": { + "txt": "참치파티 레스토랑 참치 초밥" + }, + "간판_가로형간판_000676": { + "txt": "롤링스톤즈" + }, + "간판_가로형간판_000677": { + "txt": "행복한 치유학교" + }, + "간판_가로형간판_000678": { + "txt": "취홍" + }, + "간판_가로형간판_000679": { + "txt": "건강 담은 한의원" + }, + "간판_가로형간판_000680": { + "txt": "비케이해운항공" + }, + "간판_가로형간판_000681": { + "txt": "봄 노래방" + }, + "간판_가로형간판_000682": { + "txt": "서진 동물병원" + }, + "간판_가로형간판_000683": { + "txt": "삼장법사 일봉성해 작품 센터" + }, + "간판_가로형간판_000684": { + "txt": "쥬드 서울총판" + }, + "간판_가로형간판_000685": { + "txt": "옛집" + }, + "간판_가로형간판_000686": { + "txt": "마녀살롱" + }, + "간판_가로형간판_000687": { + "txt": "동 교삼겹" + }, + "간판_가로형간판_000688": { + "txt": "도서 출판 아기별" + }, + "간판_가로형간판_000689": { + "txt": "조현덕 사무소" + }, + "간판_가로형간판_000690": { + "txt": "쉼 표" + }, + "간판_가로형간판_000691": { + "txt": "모토 바이" + }, + "간판_가로형간판_000692": { + "txt": "동인화방" + }, + "간판_가로형간판_000693": { + "txt": "와우 사진관" + }, + "간판_가로형간판_000694": { + "txt": "건설 상역 주식회사" + }, + "간판_가로형간판_000695": { + "txt": "글벗서점 책" + }, + "간판_가로형간판_000696": { + "txt": "홍익 요가" + }, + "간판_가로형간판_000697": { + "txt": "봄날" + }, + "간판_가로형간판_000698": { + "txt": "몽냥몽냥" + }, + "간판_가로형간판_000699": { + "txt": "제일 닥트 산업" + }, + "간판_가로형간판_000700": { + "txt": "위풍환 이비인후과" + }, + "간판_가로형간판_000701": { + "txt": "필 부동산" + }, + "간판_가로형간판_000702": { + "txt": "연세수천 치과" + }, + "간판_가로형간판_000703": { + "txt": "써니노래 연습장" + }, + "간판_가로형간판_000704": { + "txt": "커 튼 창" + }, + "간판_가로형간판_000705": { + "txt": "석진건축장식" + }, + "간판_가로형간판_000706": { + "txt": "도나 우" + }, + "간판_가로형간판_000707": { + "txt": "주막 보리밥 털레기수제비" + }, + "간판_가로형간판_000708": { + "txt": "낭만부티크" + }, + "간판_가로형간판_000709": { + "txt": "정원식당" + }, + "간판_가로형간판_000710": { + "txt": "수 공인중개사" + }, + "간판_가로형간판_000711": { + "txt": "주 케이투마케팅" + }, + "간판_가로형간판_000712": { + "txt": "인생이모작평생교육원" + }, + "간판_가로형간판_000713": { + "txt": "여주 쌀 상회" + }, + "간판_가로형간판_000714": { + "txt": "합동 크리닝 세탁" + }, + "간판_가로형간판_000715": { + "txt": "빛 나 헤어샾" + }, + "간판_가로형간판_000716": { + "txt": "대 림 전자크리닝" + }, + "간판_가로형간판_000717": { + "txt": "수제 맛집" + }, + "간판_가로형간판_000718": { + "txt": "유플러스 미용재료" + }, + "간판_가로형간판_000719": { + "txt": "일신당 약국" + }, + "간판_가로형간판_000720": { + "txt": "연세미소치과" + }, + "간판_가로형간판_000721": { + "txt": "황금 공인중개사 사무소" + }, + "간판_가로형간판_000722": { + "txt": "밤이면 밤마다 노래" + }, + "간판_가로형간판_000723": { + "txt": "금산 감자탕" + }, + "간판_가로형간판_000724": { + "txt": "홍보석" + }, + "간판_가로형간판_000725": { + "txt": "수 카페 쿠킹스튜디오" + }, + "간판_가로형간판_000726": { + "txt": "남도밥상 가정식" + }, + "간판_가로형간판_000727": { + "txt": "만복철물 건축자재 전기재료" + }, + "간판_가로형간판_000728": { + "txt": "강산애" + }, + "간판_가로형간판_000729": { + "txt": "진 오 비" + }, + "간판_가로형간판_000730": { + "txt": "유비어클럽" + }, + "간판_가로형간판_000731": { + "txt": "시티불가마" + }, + "간판_가로형간판_000732": { + "txt": "유마트" + }, + "간판_가로형간판_000733": { + "txt": "프랑스 정원" + }, + "간판_가로형간판_000734": { + "txt": "유시티 공인중개사" + }, + "간판_가로형간판_000735": { + "txt": "삼성부동산 컨설팅" + }, + "간판_가로형간판_000736": { + "txt": "겐 색소폰라이브" + }, + "간판_가로형간판_000737": { + "txt": "서희헤어샵" + }, + "간판_가로형간판_000738": { + "txt": "동방사 회복 지회" + }, + "간판_가로형간판_000739": { + "txt": "서울수정교회" + }, + "간판_가로형간판_000740": { + "txt": "맛있는 가정식 도시락 포장배달" + }, + "간판_가로형간판_000741": { + "txt": "싱싱참치" + }, + "간판_가로형간판_000742": { + "txt": "꽃에물들다" + }, + "간판_가로형간판_000743": { + "txt": "편 의 방 xx" + }, + "간판_가로형간판_000744": { + "txt": "현정약국" + }, + "간판_가로형간판_000745": { + "txt": "올플" + }, + "간판_가로형간판_000746": { + "txt": "연남오락실" + }, + "간판_가로형간판_000747": { + "txt": "건강한밥상" + }, + "간판_가로형간판_000748": { + "txt": "히메지" + }, + "간판_가로형간판_000749": { + "txt": "레트로 니크" + }, + "간판_가로형간판_000750": { + "txt": "이관우 파스타" + }, + "간판_가로형간판_000751": { + "txt": "이태리지" + }, + "간판_가로형간판_000752": { + "txt": "연 별" + }, + "간판_가로형간판_000753": { + "txt": "향미" + }, + "간판_가로형간판_000754": { + "txt": "연남별관" + }, + "간판_가로형간판_000755": { + "txt": "헤어소리" + }, + "간판_가로형간판_000756": { + "txt": "아필립" + }, + "간판_가로형간판_000757": { + "txt": "법무사 홍승연" + }, + "간판_가로형간판_000758": { + "txt": "연남석떡" + }, + "간판_가로형간판_000759": { + "txt": "연남제비" + }, + "간판_가로형간판_000760": { + "txt": "콤콤오락실" + }, + "간판_가로형간판_000761": { + "txt": "윤씨그릴방" + }, + "간판_가로형간판_000762": { + "txt": "살롱드 봄" + }, + "간판_가로형간판_000763": { + "txt": "솔로몬부동산" + }, + "간판_가로형간판_000764": { + "txt": "성신부동산" + }, + "간판_가로형간판_000765": { + "txt": "술퍼마켓 세계주류바틀샵" + }, + "간판_가로형간판_000766": { + "txt": "온누리 공인중개사" + }, + "간판_가로형간판_000767": { + "txt": "여울목" + }, + "간판_가로형간판_000768": { + "txt": "화 령" + }, + "간판_가로형간판_000769": { + "txt": "연남동클라쓰" + }, + "간판_가로형간판_000770": { + "txt": "빠레뜨 한남" + }, + "간판_가로형간판_000771": { + "txt": "연남 타로 사주" + }, + "간판_가로형간판_000772": { + "txt": "추억속으로" + }, + "간판_가로형간판_000773": { + "txt": "돈조세" + }, + "간판_가로형간판_000774": { + "txt": "길 라면" + }, + "간판_가로형간판_000775": { + "txt": "모모수산" + }, + "간판_가로형간판_000776": { + "txt": "막 걸 리" + }, + "간판_가로형간판_000777": { + "txt": "연남복돼지" + }, + "간판_가로형간판_000778": { + "txt": "제주촌" + }, + "간판_가로형간판_000779": { + "txt": "마메드로" + }, + "간판_가로형간판_000780": { + "txt": "미미분식" + }, + "간판_가로형간판_000781": { + "txt": "동남방앗간" + }, + "간판_가로형간판_000782": { + "txt": "한선반찬" + }, + "간판_가로형간판_000783": { + "txt": "지" + }, + "간판_가로형간판_000784": { + "txt": "스시지현" + }, + "간판_가로형간판_000785": { + "txt": "포가레" + }, + "간판_가로형간판_000786": { + "txt": "호네일" + }, + "간판_가로형간판_000787": { + "txt": "신신 부동산" + }, + "간판_가로형간판_000788": { + "txt": "고릴라파이프" + }, + "간판_가로형간판_000789": { + "txt": "숲길타로" + }, + "간판_가로형간판_000790": { + "txt": "홍익 한의원" + }, + "간판_가로형간판_000791": { + "txt": "온미동" + }, + "간판_가로형간판_000792": { + "txt": "돼지명가" + }, + "간판_가로형간판_000793": { + "txt": "청년화로" + }, + "간판_가로형간판_000794": { + "txt": "놀이터" + }, + "간판_가로형간판_000795": { + "txt": "경우돈까스" + }, + "간판_가로형간판_000796": { + "txt": "산들식품" + }, + "간판_가로형간판_000797": { + "txt": "장원 양품" + }, + "간판_가로형간판_000798": { + "txt": "옷수선" + }, + "간판_가로형간판_000799": { + "txt": "김치 금수강산식품" + }, + "간판_가로형간판_000800": { + "txt": "꽃 이야기" + }, + "간판_가로형간판_000801": { + "txt": "산앙촌상회" + }, + "간판_가로형간판_000802": { + "txt": "영남 횟 집" + }, + "간판_가로형간판_000803": { + "txt": "우리들 약국" + }, + "간판_가로형간판_000804": { + "txt": "민속떡방" + }, + "간판_가로형간판_000805": { + "txt": "떡방" + }, + "간판_가로형간판_000806": { + "txt": "제주식품" + }, + "간판_가로형간판_000807": { + "txt": "장터국밥" + }, + "간판_가로형간판_000808": { + "txt": "도원정사" + }, + "간판_가로형간판_000809": { + "txt": "새한혼수 이불" + }, + "간판_가로형간판_000810": { + "txt": "오리마시떼" + }, + "간판_가로형간판_000811": { + "txt": "공인중개사" + }, + "간판_가로형간판_000812": { + "txt": "박가네" + }, + "간판_가로형간판_000813": { + "txt": "장모님 솜씨" + }, + "간판_가로형간판_000814": { + "txt": "수영꽃집" + }, + "간판_가로형간판_000815": { + "txt": "서울식육 유통" + }, + "간판_가로형간판_000816": { + "txt": "하동상회" + }, + "간판_가로형간판_000817": { + "txt": "남양수산" + }, + "간판_가로형간판_000818": { + "txt": "팔팔 회 싱싱생선" + }, + "간판_가로형간판_000819": { + "txt": "팔도 닭집" + }, + "간판_가로형간판_000820": { + "txt": "경북건어물" + }, + "간판_가로형간판_000821": { + "txt": "여 수영포교원 여여선원" + }, + "간판_가로형간판_000822": { + "txt": "강정 마을" + }, + "간판_가로형간판_000823": { + "txt": "하경헤어" + }, + "간판_가로형간판_000824": { + "txt": "필 반찬 마트" + }, + "간판_가로형간판_000825": { + "txt": "시골장터" + }, + "간판_가로형간판_000826": { + "txt": "도연" + }, + "간판_가로형간판_000827": { + "txt": "애마 맥주 양주" + }, + "간판_가로형간판_000828": { + "txt": "천냥플러스" + }, + "간판_가로형간판_000829": { + "txt": "체리 스토리" + }, + "간판_가로형간판_000830": { + "txt": "강수연 의원" + }, + "간판_가로형간판_000831": { + "txt": "방수 퍼펙트" + }, + "간판_가로형간판_000832": { + "txt": "비바체 종합 상사" + }, + "간판_가로형간판_000833": { + "txt": "팔도 새시장 약국" + }, + "간판_가로형간판_000834": { + "txt": "철물 공구" + }, + "간판_가로형간판_000835": { + "txt": "새시장 생선" + }, + "간판_가로형간판_000836": { + "txt": "도그 사랑 프라자" + }, + "간판_가로형간판_000837": { + "txt": "수영 조류 애완동물" + }, + "간판_가로형간판_000838": { + "txt": "정원상회" + }, + "간판_가로형간판_000839": { + "txt": "늘푸른즉석" + }, + "간판_가로형간판_000840": { + "txt": "종원 금속" + }, + "간판_가로형간판_000841": { + "txt": "금화" + }, + "간판_가로형간판_000842": { + "txt": "즉석 손두부" + }, + "간판_가로형간판_000843": { + "txt": "타일하우스" + }, + "간판_가로형간판_000844": { + "txt": "술창고 해물파전 녹두빈대떡" + }, + "간판_가로형간판_000845": { + "txt": "즉석김 미역귀 당면" + }, + "간판_가로형간판_000846": { + "txt": "정가네 김" + }, + "간판_가로형간판_000847": { + "txt": "두부어묵 본가" + }, + "간판_가로형간판_000848": { + "txt": "손두부 즉석어묵 콩국" + }, + "간판_가로형간판_000849": { + "txt": "골드사" + }, + "간판_가로형간판_000850": { + "txt": "초롱이네 야시장 참여점포" + }, + "간판_가로형간판_000851": { + "txt": "팔도한방 족발 수영팔" + }, + "간판_가로형간판_000852": { + "txt": "손 칼국수" + }, + "간판_가로형간판_000853": { + "txt": "레타 천연가죽 캐쥬얼슈즈" + }, + "간판_가로형간판_000854": { + "txt": "혜광편작한의원" + }, + "간판_가로형간판_000855": { + "txt": "김해" + }, + "간판_가로형간판_000856": { + "txt": "현대 열쇠도장" + }, + "간판_가로형간판_000857": { + "txt": "철마" + }, + "간판_가로형간판_000858": { + "txt": "김해 생선가" + }, + "간판_가로형간판_000859": { + "txt": "거림한점 의류 가방" + }, + "간판_가로형간판_000860": { + "txt": "림한점" + }, + "간판_가로형간판_000861": { + "txt": "미스미즈 여성의류" + }, + "간판_가로형간판_000862": { + "txt": "우리약국" + }, + "간판_가로형간판_000863": { + "txt": "팔도 야채" + }, + "간판_가로형간판_000864": { + "txt": "메디팜" + }, + "간판_가로형간판_000865": { + "txt": "즉석온두부" + }, + "간판_가로형간판_000866": { + "txt": "팔 도밥 상" + }, + "간판_가로형간판_000867": { + "txt": "업 전문" + }, + "간판_가로형간판_000868": { + "txt": "황령알미늄유리" + }, + "간판_가로형간판_000869": { + "txt": "팔도야채" + }, + "간판_가로형간판_000870": { + "txt": "번 과일상회" + }, + "간판_가로형간판_000871": { + "txt": "민락채" + }, + "간판_가로형간판_000872": { + "txt": "수영건어물" + }, + "간판_가로형간판_000873": { + "txt": "초재 팔" + }, + "간판_가로형간판_000874": { + "txt": "팔도초재" + }, + "간판_가로형간판_000875": { + "txt": "송임한방녹차족발" + }, + "간판_가로형간판_000876": { + "txt": "송임한방녹차" + }, + "간판_가로형간판_000877": { + "txt": "태자 미용실" + }, + "간판_가로형간판_000878": { + "txt": "신발할인마트" + }, + "간판_가로형간판_000879": { + "txt": "발할인마트" + }, + "간판_가로형간판_000880": { + "txt": "돼지국밥" + }, + "간판_가로형간판_000881": { + "txt": "신진창호" + }, + "간판_가로형간판_000882": { + "txt": "국제 가방" + }, + "간판_가로형간판_000883": { + "txt": "콩스랑" + }, + "간판_가로형간판_000884": { + "txt": "번가 도 소매" + }, + "간판_가로형간판_000885": { + "txt": "생활용품 번가" + }, + "간판_가로형간판_000886": { + "txt": "판촉물 기업답례품" + }, + "간판_가로형간판_000887": { + "txt": "수 통닭" + }, + "간판_가로형간판_000888": { + "txt": "보금당" + }, + "간판_가로형간판_000889": { + "txt": "팔도수산" + }, + "간판_가로형간판_000890": { + "txt": "쌀 잡곡" + }, + "간판_가로형간판_000891": { + "txt": "서울마님죽" + }, + "간판_가로형간판_000892": { + "txt": "스왕 헤어샵" + }, + "간판_가로형간판_000893": { + "txt": "마님 죽" + }, + "간판_가로형간판_000894": { + "txt": "마트 화장품 주방용품" + }, + "간판_가로형간판_000895": { + "txt": "팔도" + }, + "간판_가로형간판_000896": { + "txt": "현창축산유통" + }, + "간판_가로형간판_000897": { + "txt": "남해 건어물 오징어" + }, + "간판_가로형간판_000898": { + "txt": "남해" + }, + "간판_가로형간판_000899": { + "txt": "수" + }, + "간판_가로형간판_000900": { + "txt": "떡 방" + }, + "간판_가로형간판_000901": { + "txt": "수입구제" + }, + "간판_가로형간판_000902": { + "txt": "예단떡집 이바지 떡전문" + }, + "간판_가로형간판_000903": { + "txt": "헤어" + }, + "간판_가로형간판_000904": { + "txt": "팔도반찬마트 김치 젓갈" + }, + "간판_가로형간판_000905": { + "txt": "팔도반찬" + }, + "간판_가로형간판_000906": { + "txt": "충북상회 마늘 야채" + }, + "간판_가로형간판_000907": { + "txt": "충북상회 고추 참기름" + }, + "간판_가로형간판_000908": { + "txt": "팔도" + }, + "간판_가로형간판_000909": { + "txt": "마린시티" + }, + "간판_가로형간판_000910": { + "txt": "진미 식품" + }, + "간판_가로형간판_000911": { + "txt": "빵굼터" + }, + "간판_가로형간판_000912": { + "txt": "찰순대" + }, + "간판_가로형간판_000913": { + "txt": "수영실내장식" + }, + "간판_가로형간판_000914": { + "txt": "수영 실내장식" + }, + "간판_가로형간판_000915": { + "txt": "국제그릇총판" + }, + "간판_가로형간판_000916": { + "txt": "신흥상회" + }, + "간판_가로형간판_000917": { + "txt": "예담" + }, + "간판_가로형간판_000918": { + "txt": "팔도떡방" + }, + "간판_가로형간판_000919": { + "txt": "수영 사진관" + }, + "간판_가로형간판_000920": { + "txt": "수영사진관" + }, + "간판_가로형간판_000921": { + "txt": "재첩국" + }, + "간판_가로형간판_000922": { + "txt": "나물" + }, + "간판_가로형간판_000923": { + "txt": "빨간 떡볶" + }, + "간판_가로형간판_000924": { + "txt": "중앙식육점" + }, + "간판_가로형간판_000925": { + "txt": "치아" + }, + "간판_가로형간판_000926": { + "txt": "대성이용원" + }, + "간판_가로형간판_000927": { + "txt": "윤근이네 야채" + }, + "간판_가로형간판_000928": { + "txt": "구찌" + }, + "간판_가로형간판_000929": { + "txt": "밀양식육점" + }, + "간판_가로형간판_000930": { + "txt": "미숙이네 생 선" + }, + "간판_가로형간판_000931": { + "txt": "수영 닭 집" + }, + "간판_가로형간판_000932": { + "txt": "서연" + }, + "간판_가로형간판_000933": { + "txt": "대화네" + }, + "간판_가로형간판_000934": { + "txt": "해동 돼지국밥" + }, + "간판_가로형간판_000935": { + "txt": "보영 의류" + }, + "간판_가로형간판_000936": { + "txt": "시 군밥 깐밥" + }, + "간판_가로형간판_000937": { + "txt": "고전가구" + }, + "간판_가로형간판_000938": { + "txt": "열쇠 도장 가방" + }, + "간판_가로형간판_000939": { + "txt": "오티콘보청기" + }, + "간판_가로형간판_000940": { + "txt": "세방한의원" + }, + "간판_가로형간판_000941": { + "txt": "온정성치과" + }, + "간판_가로형간판_000942": { + "txt": "누리 발달심리상담센터" + }, + "간판_가로형간판_000943": { + "txt": "넬링 넬링" + }, + "간판_가로형간판_000944": { + "txt": "정다방" + }, + "간판_가로형간판_000945": { + "txt": "우리옷" + }, + "간판_가로형간판_000946": { + "txt": "주평 철학관" + }, + "간판_가로형간판_000947": { + "txt": "국제오피스텔" + }, + "간판_가로형간판_000948": { + "txt": "남도 커피숖" + }, + "간판_가로형간판_000949": { + "txt": "금양 주차장" + }, + "간판_가로형간판_000950": { + "txt": "수정농약종묘사" + }, + "간판_가로형간판_000951": { + "txt": "시장" + }, + "간판_가로형간판_000952": { + "txt": "등 씨앗 농우대리점" + }, + "간판_가로형간판_000953": { + "txt": "진주식" + }, + "간판_가로형간판_000954": { + "txt": "오복식당" + }, + "간판_가로형간판_000955": { + "txt": "할매집 자갈치명물" + }, + "간판_가로형간판_000956": { + "txt": "해 양곱창" + }, + "간판_가로형간판_000957": { + "txt": "코코 미용실" + }, + "간판_가로형간판_000958": { + "txt": "삼미집" + }, + "간판_가로형간판_000959": { + "txt": "탑 마트 자갈치" + }, + "간판_가로형간판_000960": { + "txt": "남해집" + }, + "간판_가로형간판_000961": { + "txt": "한월식당" + }, + "간판_가로형간판_000962": { + "txt": "경동비 니루" + }, + "간판_가로형간판_000963": { + "txt": "광명 사주 결혼정보" + }, + "간판_가로형간판_000964": { + "txt": "태성농자재" + }, + "간판_가로형간판_000965": { + "txt": "남포동 공인중개사" + }, + "간판_가로형간판_000966": { + "txt": "금양전자 상사" + }, + "간판_가로형간판_000967": { + "txt": "남도마크사" + }, + "간판_가로형간판_000968": { + "txt": "가구" + }, + "간판_가로형간판_000969": { + "txt": "오대양" + }, + "간판_가로형간판_000970": { + "txt": "한빛전기철물" + }, + "간판_가로형간판_000971": { + "txt": "동원열쇠 자갈치점" + }, + "간판_가로형간판_000972": { + "txt": "일 상사" + }, + "간판_가로형간판_000973": { + "txt": "복 이네 포장마차" + }, + "간판_가로형간판_000974": { + "txt": "잠수장비 판매장 마린" + }, + "간판_가로형간판_000975": { + "txt": "한미천막" + }, + "간판_가로형간판_000976": { + "txt": "동궁횟집 포장 배달" + }, + "간판_가로형간판_000977": { + "txt": "펌프" + }, + "간판_가로형간판_000978": { + "txt": "뉴 광고사 간판" + }, + "간판_가로형간판_000979": { + "txt": "남 여 옷수선" + }, + "간판_가로형간판_000980": { + "txt": "보성당" + }, + "간판_가로형간판_000981": { + "txt": "신흥 송월타올" + }, + "간판_가로형간판_000982": { + "txt": "영남상회" + }, + "간판_가로형간판_000983": { + "txt": "전국 택배" + }, + "간판_가로형간판_000984": { + "txt": "가연장 미역국정찬" + }, + "간판_가로형간판_000985": { + "txt": "남도 마크사" + }, + "간판_가로형간판_000986": { + "txt": "일품 면가" + }, + "간판_가로형간판_000987": { + "txt": "야망 노래주점" + }, + "간판_가로형간판_000988": { + "txt": "직업소개소" + }, + "간판_가로형간판_000989": { + "txt": "윙윙호프" + }, + "간판_가로형간판_000990": { + "txt": "이태건 철학관" + }, + "간판_가로형간판_000991": { + "txt": "미니모터스" + }, + "간판_가로형간판_000992": { + "txt": "버블맨 셀프빨래방" + }, + "간판_가로형간판_000993": { + "txt": "아크빌" + }, + "간판_가로형간판_000994": { + "txt": "중부디자인" + }, + "간판_가로형간판_000995": { + "txt": "곰치국 도루묵찌개" + }, + "간판_가로형간판_000996": { + "txt": "삼부약국" + }, + "간판_가로형간판_000997": { + "txt": "고기국밥 전문점" + }, + "간판_가로형간판_000998": { + "txt": "옛날 통닭" + }, + "간판_가로형간판_000999": { + "txt": "다해인력파출" + }, + "간판_가로형간판_001000": { + "txt": "네일세컨드" + } +} \ No newline at end of file diff --git a/OCR/KOR_OCR/all_ocr_result.txt b/OCR/KOR_OCR/all_ocr_result.txt new file mode 100644 index 0000000..78d6cda --- /dev/null +++ b/OCR/KOR_OCR/all_ocr_result.txt @@ -0,0 +1,59384 @@ +{ + "간판_가로형간판_000001_0": { + "txt": "마포탑안고의원", + "bbox": [ + 123.0, + 683.0, + 1333.0, + 800.0 + ] + }, + "간판_가로형간판_000003_0": { + "txt": "삼촌과조카", + "bbox": [ + 28.0, + 544.0, + 1578.0, + 903.0 + ] + }, + "간판_가로형간판_000004_0": { + "txt": "머를피글", + "bbox": [ + 215.0, + 513.0, + 1277.0, + 740.0 + ] + }, + "간판_가로형간판_000004_1": { + "txt": "3F", + "bbox": [ + 1282.0, + 740.0, + 1355.0, + 790.0 + ] + }, + "간판_가로형간판_000004_2": { + "txt": "노량진역점", + "bbox": [ + 608.0, + 752.0, + 832.0, + 803.0 + ] + }, + "간판_가로형간판_000004_3": { + "txt": "T02-6396-6124", + "bbox": [ + 856.0, + 751.0, + 1254.0, + 791.0 + ] + }, + "간판_가로형간판_000004_4": { + "txt": "네오나오", + "bbox": [ + 133.0, + 768.0, + 295.0, + 808.0 + ] + }, + "간판_가로형간판_000005_0": { + "txt": "대학동종합상사", + "bbox": [ + 91.0, + 607.0, + 1498.0, + 767.0 + ] + }, + "간판_가로형간판_000006_0": { + "txt": "리어", + "bbox": [ + 1377.0, + 0.0, + 1516.0, + 40.0 + ] + }, + "간판_가로형간판_000006_1": { + "txt": "찬솔약국", + "bbox": [ + 210.0, + 555.0, + 1411.0, + 881.0 + ] + }, + "간판_가로형간판_000007_0": { + "txt": "양곡소매업", + "bbox": [ + 1077.0, + 466.0, + 1369.0, + 517.0 + ] + }, + "간판_가로형간판_000007_1": { + "txt": "회가", + "bbox": [ + 1387.0, + 471.0, + 1514.0, + 520.0 + ] + }, + "간판_가로형간판_000007_2": { + "txt": "제", + "bbox": [ + 1539.0, + 473.0, + 1594.0, + 516.0 + ] + }, + "간판_가로형간판_000007_3": { + "txt": "무", + "bbox": 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"간판_가로형간판_000993_0": { + "txt": "아크빌", + "bbox": [ + 266.0, + 471.0, + 1366.0, + 807.0 + ] + }, + "간판_가로형간판_000994_0": { + "txt": "중부디자인", + "bbox": [ + 334.0, + 372.0, + 1500.0, + 585.0 + ] + }, + "간판_가로형간판_000994_1": { + "txt": "든스대르151빈갈", + "bbox": [ + 83.0, + 704.0, + 197.0, + 731.0 + ] + }, + "간판_가로형간판_000994_2": { + "txt": "30", + "bbox": [ + 107.0, + 746.0, + 170.0, + 795.0 + ] + }, + "간판_가로형간판_000994_3": { + "txt": "//", + "bbox": [ + 291.0, + 1030.0, + 359.0, + 1062.0 + ] + }, + "간판_가로형간판_000994_4": { + "txt": "!니폭시", + "bbox": [ + 400.0, + 1031.0, + 490.0, + 1068.0 + ] + }, + "간판_가로형간판_000995_0": { + "txt": "곰치국도루묵찌개", + "bbox": [ + 105.0, + 495.0, + 1447.0, + 743.0 + ] + }, + "간판_가로형간판_000996_0": { + "txt": "영", + "bbox": [ + 281.0, + 87.0, + 353.0, + 155.0 + ] + }, + "간판_가로형간판_000996_1": { + "txt": "어", + "bbox": [ + 615.0, + 85.0, + 688.0, + 152.0 + ] + }, + "간판_가로형간판_000996_2": { + "txt": "건강을", + "bbox": [ + 270.0, + 390.0, + 431.0, + 463.0 + ] + }, + "간판_가로형간판_000996_3": { + "txt": "지키는", + "bbox": [ + 456.0, + 384.0, + 625.0, + 464.0 + ] + }, + "간판_가로형간판_000996_4": { + "txt": "삼부약국", + "bbox": [ + 164.0, + 468.0, + 1556.0, + 733.0 + ] + }, + "간판_가로형간판_000997_0": { + "txt": "제인문의", + "bbox": [ + 705.0, + 228.0, + 968.0, + 273.0 + ] + }, + "간판_가로형간판_000997_1": { + "txt": "순대국", + "bbox": [ + 853.0, + 405.0, + 1357.0, + 545.0 + ] + }, + "간판_가로형간판_000997_2": { + "txt": "고기국밥", + "bbox": [ + 203.0, + 593.0, + 913.0, + 738.0 + ] + }, + "간판_가로형간판_000997_3": { + "txt": "전문점", + "bbox": [ + 973.0, + 591.0, + 1486.0, + 738.0 + ] + }, + "간판_가로형간판_000997_4": { + "txt": "태평역점", + "bbox": [ + 538.0, + 939.0, + 814.0, + 1009.0 + ] + }, + "간판_가로형간판_000997_5": { + "txt": "031-754-1974", + "bbox": [ + 906.0, + 944.0, + 1541.0, + 1006.0 + ] + }, + "간판_가로형간판_000998_0": { + "txt": "블울볶", + "bbox": [ + 141.0, + 191.0, + 1598.0, + 913.0 + ] + }, + "간판_가로형간판_000999_0": { + "txt": "Ronoe cunen", + "bbox": [ + 293.0, + 139.0, + 675.0, + 214.0 + ] + }, + "간판_가로형간판_000999_1": { + "txt": "다", + "bbox": [ + 28.0, + 561.0, + 237.0, + 713.0 + ] + }, + "간판_가로형간판_000999_2": { + "txt": "해", + "bbox": [ + 276.0, + 558.0, + 500.0, + 713.0 + ] + }, + "간판_가로형간판_000999_3": { + "txt": "드인력大모집", + "bbox": [ + 94.0, + 761.0, + 1586.0, + 960.0 + ] + }, + "간판_가로형간판_001000_0": { + "txt": "암", + "bbox": [ + 901.0, + 78.0, + 1291.0, + 301.0 + ] + }, + "간판_가로형간판_001000_1": { + "txt": "네", + "bbox": [ + 197.0, + 468.0, + 405.0, + 666.0 + ] + }, + "간판_가로형간판_001000_2": { + "txt": "컨드", + "bbox": [ + 994.0, + 461.0, + 1512.0, + 673.0 + ] + }, + "간판_가로형간판_001000_3": { + "txt": "IFY", + "bbox": [ + 712.0, + 466.0, + 948.0, + 673.0 + ] + }, + "간판_가로형간판_001000_4": { + "txt": "NAIL", + "bbox": [ + 493.0, + 716.0, + 720.0, + 786.0 + ] + }, + "간판_가로형간판_001000_5": { + "txt": "SECOND", + "bbox": [ + 775.0, + 720.0, + 1193.0, + 776.0 + ] + }, + "간판_가로형간판_001000_6": { + "txt": "O0-365", + "bbox": [ + 1159.0, + 864.0, + 1496.0, + 909.0 + ] + } +} \ No newline at end of file diff --git a/OCR/KOR_OCR/kor_ocr.py b/OCR/KOR_OCR/kor_ocr.py new file mode 100644 index 0000000..0f33ce7 --- /dev/null +++ b/OCR/KOR_OCR/kor_ocr.py @@ -0,0 +1,9 @@ +import json + +def save_all_ocr_results_to_txt(ocr_results_dict, output_txt_path): + try: + with open(output_txt_path, 'w', encoding='utf-8') as f: + json.dump(ocr_results_dict, f, ensure_ascii=False, indent=4) + print(f"OCR 결과가 {output_txt_path}에 저장되었습니다.") + except Exception as e: + print(f"파일 저장 중 오류 발생: {e}") diff --git a/OCR/OCRReadMe.MD b/OCR/OCRReadMe.MD new file mode 100644 index 0000000..b8dfe7c --- /dev/null +++ b/OCR/OCRReadMe.MD @@ -0,0 +1,5 @@ +# OCR 코드 구현 공지 사항 +1. 해당 폴더에 KOR_OCR,ENG_OCR 등의 이름으로 파일을 생성해 활용해주세요 +2. 코드 수행시 필요한 환경 설정을 공유해주세요. +3. OCR 결과도 수치로 공유해주세요. +4. 이번주 작업 완료 후 PR 열어주세요 \ No newline at end of file diff --git a/create_final_images.py b/create_final_images.py index 84005d4..5e846fa 100644 --- a/create_final_images.py +++ b/create_final_images.py @@ -23,4 +23,5 @@ except: print("failed", img_id) -os.system(f"mv tmp/output_base {args.output_folder}") \ No newline at end of file +os.system(f"mv tmp/output_base {args.output_folder}") +print(f"<<<<<파일 확인>>>>> create_final_images.py") \ No newline at end of file diff --git a/detect_para.py b/detect_para.py index 9e5fde8..2f9b904 100644 --- a/detect_para.py +++ b/detect_para.py @@ -200,3 +200,4 @@ json.dump(patch_info, f, indent=4) print("Paragraph detection done.") +print(f"<<<<<파일 확인>>>>> detece_para.py") diff --git a/docker/Dockerfile b/docker/Dockerfile new file mode 100644 index 0000000..52fe64f --- /dev/null +++ b/docker/Dockerfile @@ -0,0 +1,50 @@ +FROM nvidia/cuda:11.8.0-cudnn8-devel-ubuntu22.04 + +ARG DEBIAN_FRONTEND=noninteractive + +RUN apt-get update --allow-releaseinfo-change && \ + apt-get install -y locales && \ + localedef -i en_US -f UTF-8 en_US.UTF-8 + +# 필수 패키지 설치 +RUN apt-get install -y \ + python3 \ + python3-dev \ + libmariadb-dev \ + libpq-dev \ + net-tools \ + wget \ + nano \ + vim \ + git \ + lsof \ + libgl1 \ + iputils-ping \ + python3-pip && \ + apt-get clean && \ + rm -rf /var/lib/apt/lists/* + + +# Anaconda 설치 +WORKDIR /tmp +COPY ./Anaconda3-2024.10-1-Linux-x86_64.sh /tmp +RUN bash Anaconda3-2024.10-1-Linux-x86_64.sh -b -p /root/anaconda3 && \ + rm Anaconda3-2024.10-1-Linux-x86_64.sh + +# PATH 환경 변수 설정 +ENV PATH="/root/anaconda3/bin:${PATH}" + +RUN pip install --upgrade pip + +# Conda 초기화 및 Jupyter 설치 +RUN /root/anaconda3/bin/conda init bash && \ + /root/anaconda3/bin/conda install -y jupyterlab jupyter + +# Python 심볼릭 링크 설정 +RUN rm /usr/bin/python3 && ln -s /root/anaconda3/bin/python /usr/bin/python3 && \ + ln -s /usr/bin/python3 /usr/local/bin/python + +# 작업 디렉토리 설정 +WORKDIR /smwik + +CMD ["/bin/bash"] diff --git a/docker/anaconda_install.sh b/docker/anaconda_install.sh new file mode 100644 index 0000000..8ff86ae --- /dev/null +++ b/docker/anaconda_install.sh @@ -0,0 +1 @@ +wget https://repo.anaconda.com/archive/Anaconda3-2024.10-1-Linux-x86_64.sh diff --git "a/docker/docker-\354\213\234\354\236\221\355\225\230\353\212\224\353\262\225.txt" "b/docker/docker-\354\213\234\354\236\221\355\225\230\353\212\224\353\262\225.txt" new file mode 100644 index 0000000..4a0bdcc --- /dev/null +++ "b/docker/docker-\354\213\234\354\236\221\355\225\230\353\212\224\353\262\225.txt" @@ -0,0 +1,12 @@ +Dockerfile 시작하는 법~ + + +1. bash anaconda_install.sh 를 실행한다. -> 아나콘다 설치 파일 받을 것임 + +2. docker build -t <하고싶은 이미지 이름> . -> 로 docker image 를 만들어준다. + +3. docker run -dit --name <하고싶은 컨테이너 이름> --gpus all --runtime=nvidia <이미지 이름> -> 이러면 컨테이너 이름 생성 + +4. vscode 들어가서 Dev Container, Docker Extension 설치 + +5. 좌측 아래 클릭 -> 실행중인 컨테이너 접속 \ No newline at end of file diff --git a/exclude_key_words.py b/exclude_key_words.py index 3337653..ec0891c 100644 --- a/exclude_key_words.py +++ b/exclude_key_words.py @@ -21,4 +21,6 @@ def exclude(s): data = json.load(open(file,'r')) final_data = {k: v for k, v in data.items() if not exclude(v["txt"])} -json.dump(final_data, open("tmp/i_s_info.json",'w'), indent=4) \ No newline at end of file +json.dump(final_data, open("tmp/i_s_info.json",'w'), indent=4) + +print(f"<<<<<파일 확인>>>>> exclude_key_words.py") \ No newline at end of file diff --git a/form_word_crops.py b/form_word_crops.py index 68f5099..6b16b0e 100644 --- a/form_word_crops.py +++ b/form_word_crops.py @@ -10,18 +10,18 @@ img_ids = data.keys() for img_id in img_ids: k = 0 - for p in range(len(data[img_id]["para"])): + for p in range(len(data[img_id]["para"])): # 이미지에서 패러그래프의 모든 단어 리스트 para_info = data[img_id]["para"][p] - para_words = para_info['trans_txt'].split() + para_words = para_info['trans_txt'].split() para_l = [len(t) for t in para_words] para_l = np.cumsum(para_l)/np.sum(para_l) trans_words_list = [] p_l_ = para_info['l'] - p_l_ = np.cumsum(p_l_)/np.sum(p_l_) + p_l_ = np.cumsum(p_l_)/np.sum(p_l_) # 각 줄에 대한 누적 비율 계산 loop_trans_words = [] j = 0 i = 0 - while i < len(para_words): + while i < len(para_words): #누적 비율 기준으로 단어들 그룹화(줄 생성) if para_l[i] > p_l_[j]: trans_words_list.append(loop_trans_words) loop_trans_words = [] @@ -37,7 +37,7 @@ l_ = np.hstack([0, l_]) xcs = CubicSpline(l_, line_info['x']) y1cs = CubicSpline(l_, line_info['y1']) - y2cs = CubicSpline(l_, line_info['y2']) + y2cs = CubicSpline(l_, line_info['y2']) trans_words = trans_words_list[l] trans_l_ = [len(t) for t in trans_words] trans_l = np.cumsum(trans_l_)/np.sum(trans_l_) @@ -61,4 +61,6 @@ "ratio": ref_l[i]/trans_l_[i], } k += 1 -json.dump(i_s, open("tmp/para_info.json", "w"), indent=4) \ No newline at end of file +json.dump(i_s, open("tmp/para_info.json", "w"), indent=4) + +print(f"<<<<<파일 확인>>>>> form_word_crops.py") \ No newline at end of file diff --git a/generate_crops.py b/generate_crops.py index 7543ed9..e6e0367 100644 --- a/generate_crops.py +++ b/generate_crops.py @@ -33,3 +33,4 @@ print(f"Error in {img_id}") print("crops created.") +print(f"<<<<<파일 확인>>>>> generate_crops.py") diff --git a/generate_i_t.py b/generate_i_t.py index 690917d..62831f2 100644 --- a/generate_i_t.py +++ b/generate_i_t.py @@ -33,4 +33,6 @@ finalInputTextCommand += ' png:-|' finalInputTextCommand += 'convert - ' + save_file_path os.system(finalInputTextCommand.encode('utf-8')) -os.system(f'rm -rf {temp_save_path}') \ No newline at end of file +os.system(f'rm -rf {temp_save_path}') + +print(f"<<<<<파일 확인>>>>> generate_i_t.py") \ No newline at end of file diff --git a/generate_o_t.py b/generate_o_t.py index e820a09..852b6e5 100644 --- a/generate_o_t.py +++ b/generate_o_t.py @@ -64,10 +64,11 @@ def infer(i_s, i_t, size, model, path): idx = img_name.split('.')[0] i_s_path = os.path.join('tmp/i_s', f'{idx}.png') i_t_path = os.path.join('tmp/i_t', f'{idx}.png') - out_path_1 = os.path.join(save_dir, f'{idx}.png') + out_path_1 = os.path.join(save_dir, f'{idx}.png') try: infer(i_s_path, i_t_path, (128, 64), G, out_path_1) except: print(idx, "failed to generate") print("completed!") +print(f"<<<<<파일 확인>>>>> generate_o_t.py") \ No newline at end of file diff --git a/infer.sh b/infer.sh index 4c52d27..1a414df 100644 --- a/infer.sh +++ b/infer.sh @@ -17,11 +17,8 @@ while [ "$1" != "" ]; do shift input_file=$1 ;; - "--M2M") - m2m=true - ;; - "--hin_eng") - hin_eng=true + "--eng_kor") + eng_kor=true #한영 ;; "--de") de=true @@ -36,7 +33,7 @@ mkdir -p tmp conda activate itv2_hf if [ "$de" = true ]; then - python exclude_key_words.py --file "$input_file" + python exclude_key_words.py --file "$input_file" python detect_para.py else cp "$input_file" tmp/i_s_info.json @@ -46,17 +43,17 @@ fi ## translation if [ "$de" = true ]; then - if [ "$hin_eng" = true ]; then - python translate_de.py --m2m $m2m + if [ "$kor_eng" = true ]; then + python translate_de.py else - python translate_de.py --eng_to_hin --m2m $m2m + python translate_de.py --eng_to_kor fi python form_word_crops.py else - if [ "$hin_eng" = true ]; then - python translate.py --m2m $m2m + if [ "$kor_eng" = true ]; then + python translate.py else - python translate.py --eng_to_hin --m2m $m2m + python translate.py --eng_to_kor fi fi diff --git a/make_bg.py b/make_bg.py index b97c261..60818f9 100644 --- a/make_bg.py +++ b/make_bg.py @@ -14,4 +14,6 @@ img_bg = img[y1:y2,x1:x2] cv2.imwrite(f"tmp/bg/{img_id}.png",img_bg) except: - print(img_id) \ No newline at end of file + print(img_id) + +print(f"<<<<<파일 확인>>>>> make_bg.py") \ No newline at end of file diff --git a/make_masks.py b/make_masks.py index a15b099..6f897bb 100644 --- a/make_masks.py +++ b/make_masks.py @@ -27,4 +27,4 @@ mask.save(os.path.join(mask_path,img_name)) - +print(f"<<<<<파일 확인>>>>> make_masks.py") diff --git a/make_output_base.py b/make_output_base.py index 9c47405..1f7eaa4 100644 --- a/make_output_base.py +++ b/make_output_base.py @@ -24,3 +24,5 @@ bg = bg.crop(img2info[img_id]['bbox']) img.paste(bg, (int(img2info[img_id]['bbox'][0]), int(img2info[img_id]['bbox'][1]))) img.save(f"tmp/output_base/{img_id2img[img_name]}") + +print(f"<<<<<파일 확인>>>>> make_output_base.py") \ No newline at end of file diff --git a/modify_crops.py b/modify_crops.py index f2284b4..4b45c82 100644 --- a/modify_crops.py +++ b/modify_crops.py @@ -16,4 +16,5 @@ except: print(f"Error in {k}") -print("crops transformed.") \ No newline at end of file +print("crops transformed.") +print(f"<<<<<파일 확인>>>>> modeify_crops.py") \ No newline at end of file diff --git a/scene_text_eraser.py b/scene_text_eraser.py index 446f465..87b9e38 100644 --- a/scene_text_eraser.py +++ b/scene_text_eraser.py @@ -52,5 +52,5 @@ result_image = result_image.resize(original_image_size) result_image.save(os.path.join(SAVE_IMAGE_PATH,image_name)) - +print(f"<<<<<파일 확인>>>>> scene_text_eraser.py") diff --git a/setup.sh b/setup.sh index 9731c3e..1660cc2 100644 --- a/setup.sh +++ b/setup.sh @@ -1,17 +1,35 @@ -#/bin/bash -# setup the entire system for the visual translation +#!/bin/bash +# Setup the entire system for visual translation with GPU optimization -## translation environment +## Ensure conda is properly initialized +source $(conda info --base)/etc/profile.d/conda.sh + +## ✅ Translation Environment Setup root_dir=$(pwd) conda create -n itv2_hf python=3.9 -y conda activate itv2_hf + +# ✅ Ensure CUDA environment is correctly set for GPU +export CUDA_HOME=/usr/local/cuda-11.8 +export PATH=/usr/local/cuda-11.8/bin:$PATH +export LD_LIBRARY_PATH=/usr/local/cuda-11.8/lib64:$LD_LIBRARY_PATH + +# ✅ Install essential packages conda install pip -y python -m pip install --upgrade pip python -m pip install torch --extra-index-url https://download.pytorch.org/whl/cu118 -python -m pip install nltk sacremoses pandas regex mock transformers>=4.33.2 mosestokenizer + +# ✅ Install other dependencies +python -m pip install nltk sacremoses pandas regex mock "transformers>=4.33.2" mosestokenizer python -c "import nltk; nltk.download('punkt')" -python -m pip install bitsandbytes scipy accelerate datasets flash-attn>=2.1 + +# ✅ Install prebuilt flash-attn (NO CPU BUILD!) +pip install flash-attn --extra-index-url https://download.pytorch.org/whl/cu118 --no-cache-dir + +python -m pip install bitsandbytes scipy accelerate datasets --no-cache-dir python -m pip install sentencepiece + +# ✅ Clone and install IndicTransToolkit git clone https://github.com/VarunGumma/IndicTransToolkit cd IndicTransToolkit python -m pip install --editable ./ @@ -19,27 +37,32 @@ pip install scipy cd $root_dir conda deactivate -## scene text erasor environment +## ✅ Scene Text Eraser Environment Setup git clone https://github.com/Onkarsus13/Diff_SceneTextEraser.git conda create -n scene_text_eraser python=3.9 -y conda activate scene_text_eraser + cd Diff_SceneTextEraser pip install -e ".[torch]" pip install -e .[all,dev,notebooks] pip install jax==0.4.23 jaxlib==0.4.23 +pip install "huggingface_hub<0.26.0" cd $root_dir conda deactivate -## srnet_plus_2 environment +## ✅ SRNet Plus 2 Environment Setup conda create -n srnet_plus_2 python=3.8.0 -y conda activate srnet_plus_2 pip install -r srnet_plus2.txt conda deactivate - -## imagemagick, pango,cairo,pangocairo - +## ✅ Install Image Processing Libraries sudo apt update -sudo apt install libpango1.0-dev libcairo2-dev imagemagick +sudo apt install -y libpango1.0-dev libcairo2-dev imagemagick +## ✅ Final Check: Ensure GPU is recognized +conda activate itv2_hf +python -c "import torch; print('CUDA Available:', torch.cuda.is_available())" +conda deactivate +echo "🎉 Setup complete! Everything is ready to use with GPU acceleration." diff --git a/translate_de.py b/translate_de.py index e2b7769..3781c3d 100644 --- a/translate_de.py +++ b/translate_de.py @@ -2,127 +2,98 @@ import json import torch -from IndicTransToolkit import IndicProcessor +from IndicTransToolkit.IndicTransToolkit import IndicProcessor # 수정 from tqdm import tqdm from transformers import ( AutoModelForSeq2SeqLM, AutoTokenizer, + MarianMTModel, + MarianTokenizer, M2M100ForConditionalGeneration, M2M100Tokenizer, ) parser = argparse.ArgumentParser() -parser.add_argument("--eng_to_hin",action="store_true") -parser.add_argument("--m2m") +parser.add_argument("--eng_to_kor",action="store_true") #수정 args = parser.parse_args() -mode = args.eng_to_hin -trans_model = args.m2m +mode = args.eng_to_kor # 영->한 DEVICE = "cuda" if torch.cuda.is_available() else "cpu" -if trans_model != "true": - if mode: - model_name = "ai4bharat/indictrans2-en-indic-1B" - else: - model_name = "ai4bharat/indictrans2-indic-en-1B" +mode=True +if mode: #영한 + model_name = "NHNDQ/nllb-finetuned-en2ko" tokenizer = AutoTokenizer.from_pretrained(model_name, trust_remote_code=True) - model = AutoModelForSeq2SeqLM.from_pretrained(model_name, trust_remote_code=True) + +else:#한영 + model_name = "Helsinki-NLP/opus-mt-ko-en" + tokenizer = MarianTokenizer.from_pretrained(model_name, trust_remote_code=True) + model = MarianMTModel.from_pretrained(model_name, trust_remote_code=True) - ip = IndicProcessor(inference=True) - model = model.to(DEVICE) - model.eval() - # Set the source and target languages - if mode: - src_lang, tgt_lang = "eng_Latn", "hin_Deva" - else: - src_lang, tgt_lang = "hin_Deva", "eng_Latn" - - img2info = json.load(open('tmp/para_info.json')) - - # Translate each para in the list - for img_id in tqdm(img2info.keys()): - img_info = img2info[img_id] - - for i in range(len(img_info['para'])): - word = img_info['para'][i]['txt'] - - # Set the source language - tokenizer.src_lang = src_lang - - batch = ip.preprocess_batch( - [word], - src_lang=src_lang, - tgt_lang=tgt_lang, - ) - - # Tokenize and encode the source text - inputs = tokenizer( - batch, - truncation=True, - padding="longest", - return_tensors="pt", - return_attention_mask=True, - ).to(DEVICE) - - # Generate translations - with torch.no_grad(): - generated_tokens = model.generate( - **inputs, - use_cache=True, - min_length=0, - max_length=256, - num_beams=5, - num_return_sequences=1, - ) - - # Decode the generated tokens into text - with tokenizer.as_target_tokenizer(): - generated_tokens = tokenizer.batch_decode( - generated_tokens.detach().cpu().tolist(), - skip_special_tokens=True, - clean_up_tokenization_spaces=True, - ) - - # Postprocess the translations, including entity replacement - translation = ip.postprocess_batch(generated_tokens, lang=tgt_lang)[0] - img2info[img_id]['para'][i]['trans_txt'] = translation +ip = IndicProcessor(inference=True) +model = model.to(DEVICE) +model.eval() +# Set the source and target languages +if mode: + src_lang, tgt_lang = "eng_Latn", "kor_Hang" else: - model = M2M100ForConditionalGeneration.from_pretrained("facebook/m2m100_418M").to(DEVICE) - tokenizer = M2M100Tokenizer.from_pretrained("facebook/m2m100_418M") - # Set the source and target languages - if mode: - src_lang = "en" - target_lang = "hi" - else: - src_lang = "hi" - target_lang = "en" - - # List of English words to translate - img2info = json.load(open("tmp/para_info.json")) + src_lang, tgt_lang = "kor_Hang", "eng_Latn" - # Initialize an empty list to store translations - translations = {} +img2info = json.load(open('tmp/para_info.json')) +cnt=0 +# Translate each para in the list +for img_id in tqdm(img2info.keys()): + img_info = img2info[img_id] + + for i in range(len(img_info['para'])): + word = img_info['para'][i]['txt'] + + # # Set the source language + # tokenizer.src_lang = src_lang - # Translate each word in the list - for img_id in tqdm(img2info.keys()): - img_info = img2info[img_id] + # batch = ip.preprocess_batch( + # [word], + # src_lang=src_lang, + # tgt_lang=tgt_lang, + # ) - for i in range(len(img_info['para'])): - word = img_info['para'][i]['txt'] - - # Set the source language - tokenizer.src_lang = src_lang - - # Tokenize and encode the source text - encoded_src = tokenizer(word.lower().strip(), return_tensors="pt").to(DEVICE) - - # Generate translations - generated_tokens = model.generate(**encoded_src, forced_bos_token_id=tokenizer.get_lang_id(target_lang)).to("cpu") - - # Decode and append the translation to the list - translation = tokenizer.batch_decode(generated_tokens, skip_special_tokens=True)[0] + # # Tokenize and encode the source text + # inputs = tokenizer( + # batch, + # truncation=True, + # padding="longest", + # return_tensors="pt", + # return_attention_mask=True, + # ).to(DEVICE) + + # # Generate translations + # with torch.no_grad(): + # generated_tokens = model.generate( + # **inputs, + # use_cache=True, + # min_length=0, + # max_length=256, + # num_beams=5, + # num_return_sequences=1, + # ) - img2info[img_id]['para'][i]['trans_txt'] = translation + # # Decode the generated tokens into text + # with tokenizer.as_target_tokenizer(): + # generated_tokens = tokenizer.batch_decode( + # generated_tokens.detach().cpu().tolist(), + # skip_special_tokens=True, + # clean_up_tokenization_spaces=True, + # ) + inputs = tokenizer(word, return_tensors="pt", padding=True, truncation=True) + translated = model.generate(**inputs.to(DEVICE)) + translation = tokenizer.decode(translated[0], skip_special_tokens=True) + + # Postprocess the translations, including entity replacement + # translation = ip.postprocess_batch(generated_tokens, lang=tgt_lang)[0] + img2info[img_id]['para'][i]['trans_txt'] = translation + if(len(translation)==0):cnt+=1 json.dump(img2info,open("tmp/para_info.json",'w'),indent=4) +# print(cnt) print("Translation completed.") +print(f"<<<<<파일 확인>>>>> translate_de.py")