Enable auto-loading of changed code.
This is handy if you are a developer and changing fusus
code wanting to load changed code on the fly.
%load_ext autoreload
%autoreload 2
from fusus.book import Book
B = Book(cd="~/github/among/fusus/example")
# cd to the book directory
!cd `pwd`
!echo `pwd`
/Users/dirk/github/among/fusus/example
B.availablePages()
0.91s 18 pages: 47-48,58-59,63,67,101-102,111-113,121-122,131-132,200,300,400
We run a single page and switch batch mode off.
page = B.process(batch=False, pages='47')
0.00s Batch of 1 pages: 47 0.00s Start batch processing images | 1.27s Loading for Kraken: ~/github/among/fusus/model/arabic_generalized.mlmodel | 8.76s model loaded | 11s 1 047.tif 11s all done
We get a handle to the page object that has been processed, and because batch mode is off, it has retained its intermediate results.
Let's show all stages, but heavily reduced:
page.show(stage="proofword")
page.show(width=200)
high
| 1: a wiped 4 x, kept 0 x | kept 0 x | | wiped [ 0] tblr= 853 1369 877 1385, value= 0.89 conn=0.000 border= 4 | | wiped [ 0] tblr= 811 742 835 758, value= 0.90 conn=0.062 border= 4 | | wiped [ 0] tblr=1394 1012 1418 1028, value= 0.91 conn=0.000 border= 4 | | wiped [ 0] tblr= 733 1281 757 1297, value= 0.93 conn=0.000 border= 4
| 10: shadda.a.2 wiped 1 x, kept 0 x | kept 0 x | | wiped [ 0] tblr=1254 1007 1276 1028, value= 0.89 conn=0.095 border= 4 mid
| 16: bracketClose wiped 1 x, kept 0 x | kept 0 x | | wiped [ 0] tblr=1430 1197 1448 1252, value= 0.87 conn=0.000 border= 4
| 17: bracketOpen wiped 1 x, kept 0 x | kept 0 x | | wiped [ 0] tblr=1584 1198 1602 1251, value= 0.92 conn=0.000 border= 4
| 18: colon wiped 3 x, kept 0 x | kept 0 x | | wiped [ 0] tblr=1010 941 1027 972, value= 0.87 conn=0.000 border= 4 | | wiped [ 0] tblr=1376 672 1393 703, value= 0.90 conn=0.000 border= 4 | | wiped [ 0] tblr= 997 851 1014 882, value= 0.91 conn=0.000 border= 4
| 19: comma wiped 9 x, kept 1 x | kept 1 x | | wiped [ 0] tblr= 718 570 740 602, value= 0.92 conn=0.000 border= 4 | | wiped [ 0] tblr=1407 1556 1429 1588, value= 0.93 conn=0.000 border= 4 | | wiped [ 0] tblr=1159 839 1181 871, value= 0.93 conn=0.000 border= 4 | | wiped [ 0] tblr= 846 1288 868 1320, value= 0.94 conn=0.000 border= 4 | | wiped [ 0] tblr=1153 929 1175 961, value= 0.94 conn=0.000 border= 4 | | wiped [ 0] tblr= 366 750 388 782, value= 0.94 conn=0.000 border= 4 | | wiped [ 0] tblr=1003 570 1025 602, value= 0.94 conn=0.000 border= 4 | | wiped [ 0] tblr=1484 569 1506 601, value= 0.94 conn=0.000 border= 4 | | wiped [ 0] tblr= 729 1467 751 1499, value= 0.94 conn=0.000 border= 4 | | kept [ 0] tblr=1197 1198 1219 1230, value= 0.92 conn=0.227 border= 4
| 21: guillemetClose wiped 3 x, kept 0 x | kept 0 x | | wiped [ 0] tblr= 367 752 388 783, value= 0.80 conn=0.000 border= 4 | | wiped [ 0] tblr=1159 841 1180 872, value= 0.82 conn=0.000 border= 4 | | wiped [ 0] tblr= 486 850 507 881, value= 0.90 conn=0.000 border= 4
| 22: guillemetOpen wiped 1 x, kept 7 x | kept 7 x | | wiped [ 0] tblr= 883 852 904 881, value= 0.93 conn=0.000 border= 4 | | kept [ 0] tblr= 665 1208 686 1237, value= 0.80 conn=0.397 border= 4 | | kept [ 0] tblr= 323 1298 344 1327, value= 0.80 conn=0.172 border= 4 | | kept [ 0] tblr= 730 849 751 878, value= 0.81 conn=0.479 border= 4 | | kept [ 0] tblr=1546 492 1567 521, value= 0.81 conn=0.445 border= 4 | | kept [ 0] tblr=1315 1028 1336 1057, value= 0.82 conn=0.337 border= 4 | | kept [ 0] tblr=1332 670 1353 699, value= 0.83 conn=0.397 border= 4 | | kept [ 0] tblr=1065 401 1086 430, value= 0.83 conn=0.268 border= 4
| 24: semicolon wiped 2 x, kept 0 x | kept 0 x | | wiped [ 0] tblr= 729 1469 750 1511, value= 0.92 conn=0.000 border= 4 | | wiped [ 0] tblr=1197 1199 1218 1241, value= 0.93 conn=0.000 border= 4
page stripe column line left top right bottom confidence letters 0 1 1140 51 1186 218 42 ب 0 1 1095 51 1141 218 44 و 0 1 1048 51 1094 218 23 ا 0 1 1003 51 1049 218 33 ث 0 1 938 51 1002 218 97 ا 0 1 919 51 938 218 88 ع 0 1 874 51 920 218 57 ٔ 0 1 837 51 873 218 59 ي 0 1 782 51 836 218 47 ل 0 1 745 51 781 218 32 ع 0 1 717 51 744 218 76 ي 0 1 671 51 717 218 95 م 0 1 597 51 670 218 71 0 2 1518 369 1540 454 94 ا 0 2 1500 369 1518 454 99 ل 0 2 1482 369 1501 454 100 م 0 2 1465 369 1483 454 100 د 0 2 1429 369 1464 454 99 0 2 1410 369 1428 454 92 ل 0 2 1399 369 1411 454 100 ه 0 2 1382 369 1400 454 99 0 2 1364 369 1382 454 100 م 0 2 1349 369 1364 454 98 ن 0 2 1331 369 1350 454 100 ز 0 2 1307 369 1332 454 100 ل 0 2 1284 369 1306 454 100 0 2 1267 369 1285 454 100 ا 0 2 1241 369 1267 454 100 ل 0 2 1220 369 1242 454 96 ح 0 2 1198 369 1220 454 100 ك 0 2 1181 369 1199 454 67 م 0 2 1149 369 1180 454 100 0 2 1130 369 1148 454 97 ع 0 2 1119 369 1131 454 100 ل 0 2 1102 369 1120 454 99 ى 0 2 1080 369 1102 454 100 0 2 1066 369 1080 454 81 ق 0 2 1047 369 1066 454 100 ل 0 2 1026 369 1048 454 98 و 0 2 998 369 1026 454 61 ب 0 2 976 369 997 454 100 0 2 968 369 976 454 67 ا 0 2 940 369 969 454 100 ل 0 2 897 369 940 454 100 ك 0 2 875 369 897 454 99 ل 0 2 868 369 876 454 99 م 0 2 854 369 869 454 84 0 2 839 369 854 454 100 ب 0 2 825 369 840 454 100 ا 0 2 811 369 826 454 100 ٔ 0 2 785 369 811 454 100 ح 0 2 764 369 786 454 95 د 0 2 750 369 764 454 97 0 2 739 369 750 454 84 ي 0 2 728 369 739 454 98 ة 0 2 703 369 728 454 100 0 2 695 369 703 454 98 ا 0 2 675 369 696 454 100 ل 0 2 653 369 674 454 100 ط 0 2 631 369 653 454 100 ر 0 2 610 369 631 454 100 ي 0 2 588 369 609 454 98 ق 0 2 566 369 588 454 100 0 2 552 369 567 454 100 ا 0 2 537 369 553 454 100 ل 0 2 530 369 538 454 100 ا 0 2 506 369 531 454 100 ٔ 0 2 481 369 505 454 94 م 0 2 456 369 480 454 84 م 0 2 426 369 455 454 99 0 2 405 369 427 454 100 م 0 2 383 369 405 454 100 ن 0 2 365 369 384 454 100 0 2 351 369 366 454 100 ا 0 2 336 369 352 454 88 ل 0 2 329 369 337 454 100 م 0 2 319 369 330 454 56 ق 0 2 294 369 319 454 100 ـ 0 2 272 369 293 454 100 ا 0 2 229 369 272 454 82 م 0 2 179 369 229 454 100 0 2 168 369 179 454 99 1 0 3 1587 463 1602 544 100 ا 0 3 1581 463 1588 544 99 ل 0 3 1567 463 1581 544 98 ا 0 3 1557 463 1568 544 56 ٔ 0 3 1540 463 1557 544 100 ق 0 3 1516 463 1540 544 100 ـ 0 3 1492 463 1516 544 100 د 0 3 1471 463 1492 544 100 م 0 3 1455 463 1472 544 94 0 3 1438 463 1454 544 60 و 0 3 1423 463 1437 544 99 ا 0 3 1414 463 1424 544 100 ٕ 0 3 1393 463 1413 544 100 ن 0 3 1375 463 1393 544 99 0 3 1356 463 1376 544 100 ا 0 3 1328 463 1355 544 100 خ 0 3 1311 463 1328 544 99 ت 0 3 1297 463 1311 544 100 ل 0 3 1273 463 1297 544 100 ف 0 3 1242 463 1273 544 100 ت 0 3 1218 463 1243 544 100 0 3 1211 463 1219 544 78 ا 0 3 1195 463 1212 544 100 ل 0 3 1174 463 1194 544 100 ن 0 3 1150 463 1174 544 51 ح 0 3 1126 463 1150 544 99 ل 0 3 1099 463 1127 544 100 0 3 1082 463 1099 544 100 و 0 3 1065 463 1082 544 100 ا 0 3 1054 463 1065 544 99 ل 0 3 1040 463 1055 544 100 م 0 3 1006 463 1041 544 99 ل 0 3 979 463 1007 544 99 0 3 965 463 980 544 100 ل 0 3 941 463 966 544 99 ا 0 3 914 463 942 544 91 خ 0 3 897 463 914 544 89 ت 0 3 883 463 897 544 90 ل 0 3 867 463 884 544 98 ا 0 3 835 463 866 544 96 ف 0 3 808 463 836 544 100 0 3 794 463 809 544 100 ا 0 3 780 463 795 544 100 ل 0 3 774 463 781 544 96 ا 0 3 760 463 774 544 100 ٔ 0 3 747 463 761 544 100 م 0 3 723 463 746 544 100 م 0 3 702 463 723 544 100 0 3 689 463 702 544 100 . 0 3 671 463 688 544 100 0 3 647 463 672 544 100 و 0 3 620 463 648 544 55 ص 0 3 603 463 620 544 96 ل 0 3 579 463 603 544 100 ى 0 3 548 463 579 544 100 0 3 538 463 549 544 100 ا 0 3 525 463 538 544 100 ل 0 3 514 463 524 544 92 ل 0 3 501 463 515 544 99 ه 0 3 470 463 500 544 100 0 3 449 463 470 544 100 ع 0 3 438 463 449 544 100 ل 0 3 425 463 439 544 100 ى 0 3 395 463 425 544 100 0 3 364 463 394 544 100 م 0 3 339 463 363 544 100 د 0 3 319 463 340 544 95 5 0 3 302 463 319 544 99 0 3 289 463 303 544 95 ( 0 3 268 463 288 544 93 2 0 3 244 463 268 544 94 ) 0 4 1588 553 1602 633 95 ا 0 4 1575 553 1588 633 92 ل 0 4 1562 553 1575 633 99 ه 0 4 1542 553 1562 633 99 م 0 4 1501 553 1542 633 100 م 0 4 1465 553 1502 633 97 0 4 1442 553 1465 633 100 م 0 4 1425 553 1441 633 100 ن 0 4 1395 553 1424 633 100 0 4 1375 553 1395 633 98 خ 0 4 1352 553 1375 633 99 ز 0 4 1334 553 1351 633 100 ا 0 4 1328 553 1335 633 99 ي 0 4 1312 553 1328 633 100 ٔ 0 4 1292 553 1311 633 100 ن 0 4 1274 553 1291 633 100 0 4 1258 553 1275 633 100 ا 0 4 1241 553 1258 633 100 ل 0 4 1232 553 1242 633 88 ج 0 4 1204 553 1231 633 100 و 0 4 1185 553 1205 633 98 د 0 4 1165 553 1184 633 100 0 4 1152 553 1164 633 100 و 0 4 1134 553 1151 633 100 ا 0 4 1111 553 1135 633 92 ل 0 4 1081 553 1111 633 91 ك 0 4 1057 553 1081 633 56 ر 0 4 1021 553 1058 633 99 م 0 4 981 553 1021 633 100 0 4 971 553 981 633 72 ب 0 4 954 553 971 633 98 ا 0 4 938 553 955 633 99 ل 0 4 925 553 937 633 95 ق 0 4 905 553 924 633 98 ي 0 4 881 553 904 633 99 ل 0 4 854 553 881 633 100 0 4 847 553 855 633 71 ا 0 4 834 553 848 633 100 ل 0 4 827 553 835 633 99 ا 0 4 811 553 828 633 100 ٔ 0 4 798 553 811 633 100 ق 0 4 774 553 797 633 100 و 0 4 737 553 774 633 100 م 0 4 698 553 737 633 100 0 4 687 553 697 633 100 م 0 4 680 553 688 633 97 ح 0 4 661 553 681 633 100 م 0 4 641 553 661 633 100 د 0 4 620 553 641 633 100 0 4 597 553 621 633 100 و 0 4 574 553 598 633 100 ع 0 4 567 553 574 633 100 ل 0 4 554 553 568 633 93 ى 0 4 531 553 554 633 100 0 4 520 553 530 633 100 ا 0 4 511 553 521 633 100 ٓ 0 4 491 553 510 633 100 ل 0 4 473 553 490 633 100 ه 0 4 457 553 474 633 100 0 4 434 553 457 633 100 و 0 4 407 553 433 633 100 س 0 4 393 553 407 633 100 ل 0 4 377 553 394 633 100 م 0 4 360 553 377 633 100 0 4 337 553 360 633 95 . 0 5 1522 642 1539 727 100 ا 0 5 1512 642 1522 727 99 ٔ 0 5 1498 642 1512 727 97 م 0 5 1480 642 1498 727 100 ا 0 5 1471 642 1481 727 98 0 5 1454 642 1470 727 99 ب 0 5 1436 642 1453 727 100 ع 0 5 1395 642 1436 727 99 د 0 5 1350 642 1395 727 100 0 5 1336 642 1351 727 97 ف 0 5 1329 642 1337 727 99 ا 0 5 1316 642 1330 727 98 ٕ 0 5 1302 642 1317 727 100 ن 0 5 1289 642 1303 727 78 ي 0 5 1268 642 1288 727 100 0 5 1251 642 1268 727 100 ر 0 5 1240 642 1251 727 100 ا 0 5 1226 642 1241 727 99 ٔ 0 5 1209 642 1227 727 97 ي 0 5 1175 642 1210 727 100 ت 0 5 1148 642 1176 727 100 0 5 1127 642 1148 727 99 ر 0 5 1097 642 1128 727 100 س 0 5 1076 642 1096 727 77 و 0 5 1052 642 1076 727 94 ل 0 5 1027 642 1052 727 100 0 5 1014 642 1028 727 100 ا 0 5 1004 642 1015 727 92 ل 0 5 993 642 1004 727 89 ل 0 5 979 642 994 727 100 ه 0 5 963 642 980 727 99 0 5 935 642 962 727 100 ص 0 5 918 642 935 727 74 ل 0 5 905 642 918 727 99 ى 0 5 883 642 904 727 100 0 5 870 642 884 727 100 ا 0 5 860 642 870 727 100 ل 0 5 842 642 860 727 99 ل 0 5 835 642 843 727 99 ه 0 5 815 642 836 727 99 0 5 798 642 815 727 64 ع 0 5 784 642 798 727 100 ل 0 5 767 642 784 727 100 ي 0 5 750 642 767 727 99 ه 0 5 729 642 750 727 100 0 5 708 642 729 727 71 و 0 5 685 642 709 727 100 س 0 5 664 642 684 727 100 ل 0 5 657 642 665 727 85 م 0 5 640 642 658 727 100 0 5 622 642 640 727 100 ف 0 5 609 642 623 727 100 ي 0 5 585 642 609 727 100 0 5 564 642 585 727 100 م 0 5 541 642 565 727 100 ب 0 5 503 642 540 727 100 ش 0 5 468 642 502 727 100 ر 0 5 451 642 469 727 100 ة 0 5 437 642 452 727 100 0 5 430 642 438 727 78 ا 0 5 417 642 431 727 99 ٔ 0 5 393 642 417 727 100 ر 0 5 373 642 393 727 83 ي 0 5 345 642 372 727 100 ت 0 5 314 642 345 727 100 ه 0 5 300 642 314 727 100 ا 0 5 283 642 301 727 94 0 5 272 642 283 727 100 ف 0 5 242 642 273 727 99 ي 0 6 1596 736 1602 817 89 ا 0 6 1578 736 1596 817 97 ل 0 6 1563 736 1578 817 98 ع 0 6 1542 736 1563 817 100 ش 0 6 1512 736 1542 817 100 ر 0 6 1494 736 1512 817 99 0 6 1482 736 1494 817 100 ا 0 6 1470 736 1482 817 100 ل 0 6 1464 736 1470 817 76 ا 0 6 1440 736 1464 817 98 ٓ 0 6 1413 736 1440 817 100 خ 0 6 1392 736 1413 817 97 ر 0 6 1371 736 1392 817 99 0 6 1350 736 1371 817 100 م 0 6 1326 736 1350 817 100 ن 0 6 1305 736 1326 817 100 0 6 1290 736 1305 817 100 م 0 6 1272 736 1290 817 100 ح 0 6 1251 736 1272 817 100 ر 0 6 1227 736 1251 817 100 م 0 6 1212 736 1227 817 100 0 6 1200 736 1212 817 100 ( 0 6 1179 736 1200 817 100 3 0 6 1164 736 1179 817 99 ) 0 6 1149 736 1164 817 99 0 6 1125 736 1149 817 97 س 0 6 1104 736 1125 817 97 ن 0 6 1089 736 1104 817 99 ة 0 6 1065 736 1089 817 100 0 6 1044 736 1065 817 99 س 0 6 1023 736 1044 817 99 ب 0 6 999 736 1023 817 98 ع 0 6 981 736 999 817 100 0 6 960 736 981 817 58 و 0 6 933 736 960 817 100 ع 0 6 911 736 933 817 100 ش 0 6 878 736 912 817 100 ر 0 6 854 736 878 817 88 و 0 6 824 736 854 817 100 ن 0 6 794 736 824 817 100 0 6 773 736 794 817 100 و 0 6 746 736 773 817 69 س 0 6 731 736 746 817 100 ت 0 6 725 736 731 817 100 م 0 6 719 736 725 817 100 ا 0 6 713 736 719 817 87 ي 0 6 698 736 713 817 100 ٔ 0 6 686 736 698 817 95 ة 0 6 665 736 686 817 99 0 6 659 736 665 817 100 ب 0 6 641 736 659 817 100 م 0 6 620 736 641 817 95 ح 0 6 596 736 620 817 100 ر 0 6 572 736 596 817 100 و 0 6 542 736 572 817 99 س 0 6 518 736 542 817 100 ة 0 6 500 736 518 817 100 0 6 482 736 500 817 100 د 0 6 458 736 482 817 98 م 0 6 431 736 458 817 100 ش 0 6 392 736 431 817 100 ق 0 6 350 736 392 817 100 0 6 332 736 350 817 100 و 0 6 314 736 332 817 100 ب 0 6 299 736 314 817 100 ي 0 6 272 736 299 817 100 د 0 6 242 736 272 817 100 ه 0 7 1575 826 1596 903 99 ص 0 7 1554 826 1575 903 100 ل 0 7 1539 826 1554 903 100 ى 0 7 1518 826 1539 903 98 0 7 1509 826 1518 903 89 ا 0 7 1497 826 1509 903 97 ل 0 7 1488 826 1497 903 100 ل 0 7 1476 826 1488 903 100 ه 0 7 1455 826 1476 903 100 0 7 1437 826 1455 903 100 ع 0 7 1425 826 1437 903 97 ل 0 7 1407 826 1425 903 100 ي 0 7 1389 826 1407 903 100 ه 0 7 1371 826 1389 903 100 0 7 1353 826 1371 903 100 و 0 7 1323 826 1353 903 100 س 0 7 1308 826 1323 903 100 ل 0 7 1299 826 1308 903 99 م 0 7 1275 826 1299 903 99 0 7 1253 826 1274 903 55 ك 0 7 1235 826 1253 903 99 ت 0 7 1214 826 1235 903 98 ا 0 7 1178 826 1214 903 99 ب 0 7 1139 826 1178 903 98 0 7 1124 826 1139 903 98 ف 0 7 1106 826 1124 903 100 ق 0 7 1091 826 1106 903 100 ا 0 7 1073 826 1091 903 100 ل 0 7 1046 826 1073 903 80 0 7 1037 826 1046 903 78 ل 0 7 1010 826 1037 903 100 ي 0 7 971 826 1010 903 99 0 7 953 826 971 903 100 ه 0 7 935 826 953 903 86 ذ 0 7 896 826 935 903 100 ا 0 7 854 826 896 903 100 0 7 833 826 854 903 60 ك 0 7 818 826 833 903 100 ت 0 7 794 826 818 903 100 ا 0 7 770 826 794 903 100 ب 0 7 746 826 770 903 100 0 7 728 826 746 903 100 ف 0 7 701 826 728 903 100 ص 0 7 671 826 701 903 99 و 0 7 635 826 671 903 100 ص 0 7 605 826 635 903 100 0 7 586 826 605 903 100 ا 0 7 574 826 587 903 100 ل 0 7 547 826 574 903 100 ح 0 7 526 826 547 903 100 ك 0 7 502 826 526 903 100 م 0 7 463 826 502 903 100 0 7 439 826 463 903 100 خ 0 7 412 826 439 903 100 ذ 0 7 391 826 412 903 100 ه 0 7 373 826 391 903 100 0 7 358 826 373 903 100 و 0 7 331 826 358 903 100 ا 0 7 307 826 331 903 100 خ 0 7 280 826 307 903 100 ر 0 7 241 826 280 903 93 ج 0 8 1582 912 1598 993 78 ب 0 8 1567 912 1583 993 91 ه 0 8 1551 912 1567 993 100 0 8 1545 912 1551 993 100 ا 0 8 1532 912 1545 993 100 ٕ 0 8 1526 912 1532 993 100 ل 0 8 1507 912 1526 993 67 ى 0 8 1481 912 1507 993 98 0 8 1475 912 1482 993 100 ا 0 8 1460 912 1475 993 100 ل 0 8 1447 912 1459 993 100 ن 0 8 1428 912 1446 993 100 ا 0 8 1402 912 1427 993 97 س 0 8 1373 912 1402 993 99 0 8 1360 912 1374 993 100 ي 0 8 1345 912 1361 993 76 ن 0 8 1329 912 1345 993 100 ت 0 8 1310 912 1330 993 82 ف 0 8 1288 912 1311 993 100 ع 0 8 1269 912 1288 993 100 و 0 8 1240 912 1269 993 100 ن 0 8 1225 912 1241 993 100 0 8 1208 912 1224 993 55 ب 0 8 1174 912 1209 993 99 ه 0 8 1133 912 1174 993 100 0 8 1117 912 1133 993 100 ف 0 8 1101 912 1117 993 100 ق 0 8 1079 912 1101 993 87 ل 0 8 1034 912 1078 993 92 ت 0 8 993 912 1035 993 99 0 8 987 912 993 993 99 ا 0 8 955 912 987 993 99 ل 0 8 917 912 955 993 99 م 0 8 895 912 918 993 82 ع 0 8 876 912 895 993 100 0 8 864 912 876 993 100 و 0 8 847 912 863 993 62 ا 0 8 828 912 848 993 100 ل 0 8 803 912 829 993 100 ط 0 8 784 912 804 993 100 ا 0 8 762 912 785 993 100 ع 0 8 750 912 762 993 97 ة 0 8 727 912 749 993 100 0 8 718 912 727 993 72 ل 0 8 708 912 717 993 91 ل 0 8 695 912 708 993 100 ه 0 8 680 912 695 993 100 0 8 663 912 679 993 100 و 0 8 644 912 664 993 100 ل 0 8 625 912 645 993 100 ر 0 8 597 912 626 993 100 س 0 8 574 912 597 993 100 و 0 8 555 912 575 993 57 ل 0 8 537 912 556 993 96 ه 0 8 518 912 537 993 100 0 8 498 912 518 993 100 و 0 8 486 912 499 993 100 ا 0 8 473 912 486 993 100 ٔ 0 8 458 912 474 993 52 و 0 8 442 912 457 993 88 ل 0 8 426 912 442 993 100 ي 0 8 403 912 426 993 100 0 8 397 912 404 993 92 ا 0 8 384 912 397 993 100 ل 0 8 372 912 385 993 99 ا 0 8 363 912 372 993 54 ٔ 0 8 340 912 362 993 100 م 0 8 321 912 341 993 51 ر 0 8 299 912 322 993 99 0 8 283 912 299 993 71 م 0 8 268 912 284 993 100 ن 0 8 242 912 267 993 100 ا 0 9 1558 1002 1592 1081 98 ك 0 9 1525 1002 1558 1081 100 0 9 1515 1002 1525 1081 72 ا 0 9 1498 1002 1515 1081 100 ٔ 0 9 1475 1002 1499 1081 99 م 0 9 1449 1002 1475 1081 100 ر 0 9 1425 1002 1448 1081 100 ن 0 9 1402 1002 1425 1081 100 ا 0 9 1375 1002 1401 1081 99 0 9 1355 1002 1375 1081 100 . 0 9 1332 1002 1355 1081 100 0 9 1308 1002 1331 1081 100 ف 0 9 1282 1002 1308 1081 100 ح 0 9 1258 1002 1282 1081 100 ق 0 9 1225 1002 1259 1081 100 ق 0 9 1195 1002 1225 1081 100 ت 0 9 1179 1002 1195 1081 100 0 9 1161 1002 1178 1081 100 0 9 1148 1002 1162 1081 100 ا 0 9 1135 1002 1149 1081 97 ل 0 9 1121 1002 1135 1081 96 ا 0 9 1112 1002 1122 1081 94 ٔ 0 9 1099 1002 1111 1081 93 م 0 9 1079 1002 1098 1081 100 ن 0 9 1065 1002 1078 1081 57 ي 0 9 1035 1002 1065 1081 100 ـ 0 9 1015 1002 1035 1081 99 ة 0 9 985 1002 1015 1081 100 0 9 968 1002 985 1081 100 و 0 9 955 1002 968 1081 99 ا 0 9 942 1002 955 1081 99 ٔ 0 9 918 1002 942 1081 65 خ 0 9 895 1002 919 1081 99 ل 0 9 861 1002 895 1081 100 ص 0 9 828 1002 862 1081 100 ت 0 9 808 1002 828 1081 100 0 9 794 1002 808 1081 100 ا 0 9 785 1002 795 1081 100 ل 0 9 772 1002 784 1081 98 ن 0 9 744 1002 771 1081 100 ي 0 9 721 1002 745 1081 100 ة 0 9 698 1002 721 1081 99 0 9 675 1002 698 1081 98 و 0 9 641 1002 674 1081 100 ج 0 9 618 1002 641 1081 97 ر 0 9 588 1002 618 1081 100 د 0 9 561 1002 588 1081 100 ت 0 9 541 1002 561 1081 100 0 9 528 1002 542 1081 100 ا 0 9 518 1002 528 1081 100 ل 0 9 495 1002 518 1081 100 ق 0 9 468 1002 495 1081 94 ص 0 9 441 1002 468 1081 100 د 0 9 421 1002 441 1081 99 0 9 405 1002 422 1081 100 و 0 9 385 1002 404 1081 100 ا 0 9 374 1002 384 1081 100 ل 0 9 368 1002 375 1081 100 ه 0 9 355 1002 368 1081 100 م 0 9 335 1002 355 1081 100 م 0 9 318 1002 335 1081 100 ة 0 9 301 1002 318 1081 100 0 9 288 1002 302 1081 100 ا 0 9 281 1002 288 1081 100 ٕ 0 9 274 1002 282 1081 72 ل 0 9 238 1002 275 1081 100 ى 0 10 1595 1090 1602 1173 100 ا 0 10 1586 1090 1596 1173 100 ٕ 0 10 1576 1090 1586 1173 99 ب 0 10 1561 1090 1577 1173 99 ر 0 10 1542 1090 1560 1173 99 ا 0 10 1519 1090 1541 1173 95 ز 0 10 1487 1090 1519 1173 100 0 10 1452 1090 1488 1173 100 ه 0 10 1408 1090 1453 1173 97 ـ 0 10 1385 1090 1408 1173 97 ذ 0 10 1364 1090 1386 1173 91 ا 0 10 1354 1090 1363 1173 100 0 10 1341 1090 1354 1173 99 ا 0 10 1316 1090 1342 1173 100 ل 0 10 1288 1090 1316 1173 100 ك 0 10 1271 1090 1287 1173 98 ت 0 10 1250 1090 1272 1173 100 ا 0 10 1224 1090 1249 1173 100 ب 0 10 1189 1090 1224 1173 100 0 10 1170 1090 1190 1173 96 ك 0 10 1157 1090 1171 1173 100 م 0 10 1148 1090 1158 1173 69 ا 0 10 1125 1090 1148 1173 99 0 10 1100 1090 1126 1173 100 ح 0 10 1072 1090 1101 1173 96 د 0 10 1047 1090 1072 1173 82 ه 0 10 1030 1090 1046 1173 99 0 10 1021 1090 1031 1173 90 ل 0 10 1005 1090 1021 1173 94 ي 0 10 983 1090 1006 1173 99 0 10 964 1090 982 1173 99 ر 0 10 932 1090 963 1173 100 س 0 10 909 1090 932 1173 99 و 0 10 884 1090 910 1173 100 ل 0 10 859 1090 885 1173 100 0 10 850 1090 859 1173 64 ا 0 10 837 1090 849 1173 100 ل 0 10 827 1090 836 1173 100 ل 0 10 814 1090 827 1173 96 ه 0 10 795 1090 815 1173 100 0 10 774 1090 796 1173 88 ص 0 10 751 1090 773 1173 100 ل 0 10 736 1090 751 1173 100 ى 0 10 719 1090 735 1173 100 0 10 706 1090 720 1173 100 ا 0 10 691 1090 707 1173 94 ل 0 10 681 1090 690 1173 98 ل 0 10 672 1090 681 1173 100 ه 0 10 649 1090 671 1173 97 0 10 634 1090 650 1173 100 ع 0 10 615 1090 633 1173 100 ل 0 10 598 1090 614 1173 94 ي 0 10 583 1090 599 1173 100 ه 0 10 560 1090 582 1173 100 0 10 541 1090 561 1173 100 و 0 10 516 1090 542 1173 88 س 0 10 497 1090 517 1173 98 ل 0 10 488 1090 497 1173 100 م 0 10 469 1090 487 1173 100 0 10 450 1090 468 1173 92 م 0 10 427 1090 449 1173 100 ن 0 10 401 1090 428 1173 100 0 10 382 1090 402 1173 100 غ 0 10 370 1090 383 1173 100 ي 0 10 355 1090 370 1173 100 ر 0 10 336 1090 354 1173 100 0 10 316 1090 335 1173 100 ز 0 10 300 1090 316 1173 72 ي 0 10 287 1090 300 1173 78 ا 0 10 268 1090 288 1173 63 د 0 10 240 1090 269 1173 100 ة 0 11 1534 1182 1563 1264 99 2 0 11 1511 1182 1534 1264 100 0 11 1488 1182 1512 1264 94 - 0 11 1447 1182 1489 1264 89 1 0 11 1411 1182 1446 1264 99 0 11 1394 1182 1410 1264 100 و 0 11 1374 1182 1394 1264 100 ل 0 11 1361 1182 1375 1264 100 ا 0 11 1346 1182 1362 1264 99 0 11 1333 1182 1345 1264 97 ن 0 11 1309 1182 1332 1264 98 ق 0 11 1280 1182 1310 1264 99 ص 0 11 1257 1182 1280 1264 91 ا 0 11 1215 1182 1258 1264 89 ن 0 11 1170 1182 1215 1264 99 0 11 1150 1182 1169 1264 68 و 0 11 1127 1182 1150 1264 100 س 0 11 1107 1182 1127 1264 100 ا 0 11 1101 1182 1108 1264 95 ٔ 0 11 1082 1182 1101 1264 49 ل 0 11 1052 1182 1081 1264 91 ت 0 11 1029 1182 1052 1264 99 0 11 1020 1182 1029 1264 95 ا 0 11 1007 1182 1019 1264 99 ل 0 11 996 1182 1006 1264 90 ل 0 11 981 1182 997 1264 100 ه 0 11 961 1182 980 1264 100 0 11 942 1182 960 1264 97 ت 0 11 922 1182 941 1264 100 ع 0 11 912 1182 921 1264 97 ا 0 11 898 1182 912 1264 100 ل 0 11 882 1182 899 1264 100 ى 0 11 859 1182 882 1264 67 0 11 853 1182 860 1264 99 ا 0 11 840 1182 853 1264 64 ٔ 0 11 820 1182 840 1264 100 ن 0 11 798 1182 821 1264 100 0 11 785 1182 797 1264 78 ي 0 11 768 1182 784 1264 99 ج 0 11 749 1182 769 1264 100 ع 0 11 733 1182 749 1264 100 ل 0 11 720 1182 732 1264 100 ن 0 11 703 1182 719 1264 90 ي 0 11 681 1182 703 1264 100 0 11 668 1182 680 1264 100 ف 0 11 644 1182 667 1264 94 ي 0 11 631 1182 645 1264 79 ه 0 11 612 1182 632 1264 100 0 11 589 1182 612 1264 100 و 0 11 572 1182 589 1264 68 ف 0 11 559 1182 573 1264 54 ي 0 11 533 1182 560 1264 100 0 11 518 1182 534 1264 100 ج 0 11 505 1182 517 1264 100 م 0 11 475 1182 504 1264 100 ي 0 11 453 1182 475 1264 99 ع 0 11 436 1182 452 1264 100 0 11 429 1182 436 1264 100 ا 0 11 410 1182 430 1264 100 ٔ 0 11 387 1182 410 1264 99 ح 0 11 364 1182 386 1264 98 و 0 11 351 1182 364 1264 53 ا 0 11 338 1182 351 1264 100 ل 0 11 322 1182 338 1264 100 ي 0 11 296 1182 322 1264 100 0 11 279 1182 295 1264 100 م 0 11 237 1182 280 1264 100 ن 0 12 1573 1273 1596 1355 100 ع 0 12 1560 1273 1572 1355 98 ب 0 12 1543 1273 1559 1355 99 ا 0 12 1524 1273 1544 1355 98 د 0 12 1501 1273 1524 1355 100 ه 0 12 1478 1273 1501 1355 100 0 12 1465 1273 1479 1355 100 ا 0 12 1456 1273 1465 1355 93 ل 0 12 1436 1273 1455 1355 100 ذ 0 12 1417 1273 1436 1355 100 ي 0 12 1400 1273 1416 1355 100 ن 0 12 1381 1273 1400 1355 92 0 12 1371 1273 1381 1355 96 ل 0 12 1354 1273 1371 1355 100 ي 0 12 1316 1273 1355 1355 100 س 0 12 1283 1273 1315 1355 100 0 12 1250 1273 1283 1355 100 ل 0 12 1231 1273 1251 1355 100 ش 0 12 1209 1273 1232 1355 95 ي 0 12 1183 1273 1209 1355 84 ط 0 12 1163 1273 1182 1355 100 ا 0 12 1140 1273 1163 1355 100 ن 0 12 1114 1273 1140 1355 98 0 12 1098 1273 1114 1355 58 ع 0 12 1085 1273 1098 1355 100 ل 0 12 1068 1273 1085 1355 83 ي 0 12 1049 1273 1069 1355 95 ه 0 12 1023 1273 1050 1355 99 م 0 12 994 1273 1024 1355 100 0 12 968 1273 994 1355 87 س 0 12 938 1273 968 1355 100 ط 0 12 923 1273 939 1355 100 ا 0 12 873 1273 922 1355 100 ن 0 12 825 1273 874 1355 100 0 12 808 1273 825 1355 91 و 0 12 795 1273 809 1355 100 ا 0 12 783 1273 796 1355 100 ٔ 0 12 760 1273 783 1355 100 ن 0 12 734 1273 760 1355 100 0 12 715 1273 734 1355 100 ي 0 12 685 1273 714 1355 100 خ 0 12 643 1273 685 1355 100 ص 0 12 617 1273 643 1355 100 ن 0 12 600 1273 617 1355 100 ي 0 12 578 1273 601 1355 100 0 12 568 1273 578 1355 100 ف 0 12 552 1273 569 1355 100 ي 0 12 526 1273 552 1355 92 0 12 509 1273 526 1355 96 ج 0 12 496 1273 510 1355 98 م 0 12 471 1273 497 1355 99 ي 0 12 442 1273 470 1355 100 ع 0 12 422 1273 441 1355 100 0 12 409 1273 422 1355 51 م 0 12 390 1273 409 1355 100 ا 0 12 377 1273 389 1355 55 0 12 364 1273 376 1355 100 ي 0 12 340 1273 363 1355 99 ر 0 12 309 1273 341 1355 100 ق 0 12 273 1273 308 1355 100 م 0 12 240 1273 273 1355 100 ه 0 13 1582 1364 1598 1441 97 ب 0 13 1562 1364 1582 1441 99 ن 0 13 1536 1364 1563 1441 99 ا 0 13 1517 1364 1537 1441 99 ن 0 13 1501 1364 1517 1441 100 ي 0 13 1468 1364 1501 1441 100 0 13 1451 1364 1467 1441 98 و 0 13 1436 1364 1452 1441 100 ي 0 13 1409 1364 1435 1441 100 ن 0 13 1386 1364 1409 1441 94 ط 0 13 1361 1364 1387 1441 94 ق 0 13 1338 1364 1360 1441 100 0 13 1321 1364 1337 1441 100 ب 0 13 1298 1364 1321 1441 100 ـ 0 13 1272 1364 1298 1441 100 ه 0 13 1243 1364 1272 1441 100 0 13 1230 1364 1243 1441 81 ل 0 13 1207 1364 1230 1441 100 س 0 13 1188 1364 1207 1441 99 ا 0 13 1171 1364 1187 1441 100 ن 0 13 1158 1364 1171 1441 100 ي 0 13 1136 1364 1158 1441 100 0 13 1119 1364 1135 1441 99 و 0 13 1099 1364 1119 1441 79 ي 0 13 1076 1364 1099 1441 99 ن 0 13 1053 1364 1076 1441 51 ط 0 13 1028 1364 1054 1441 100 و 0 13 998 1364 1027 1441 99 ي 0 13 968 1364 998 1441 99 0 13 953 1364 969 1441 100 ع 0 13 940 1364 952 1441 100 ل 0 13 920 1364 939 1441 100 ي 0 13 891 1364 920 1441 100 ه 0 13 854 1364 890 1441 98 0 13 829 1364 855 1441 100 ج 0 13 812 1364 828 1441 100 ن 0 13 796 1364 812 1441 79 ا 0 13 779 1364 795 1441 100 ن 0 13 763 1364 780 1441 100 ي 0 13 731 1364 763 1441 100 0 13 720 1364 730 1441 100 ب 0 13 714 1364 721 1441 100 ا 0 13 701 1364 714 1441 100 ل 0 13 685 1364 701 1441 100 ا 0 13 672 1364 684 1441 100 ل 0 13 653 1364 671 1441 100 ق 0 13 640 1364 652 1441 100 ا 0 13 616 1364 639 1441 100 ء 0 13 596 1364 616 1441 100 0 13 583 1364 597 1441 100 ا 0 13 574 1364 584 1441 90 ل 0 13 551 1364 573 1441 100 س 0 13 535 1364 551 1441 78 ي 0 13 509 1364 534 1441 100 ب 0 13 480 1364 509 1441 100 و 0 13 450 1364 479 1441 99 ح 0 13 421 1364 450 1441 97 ي 0 13 392 1364 420 1441 100 0 13 375 1364 391 1441 100 و 0 13 361 1364 375 1441 100 ا 0 13 346 1364 362 1441 100 ل 0 13 326 1364 345 1441 85 ن 0 13 293 1364 326 1441 99 ف 0 13 241 1364 294 1441 100 ث 0 14 1594 1450 1602 1530 98 ا 0 14 1583 1450 1595 1530 95 ل 0 14 1559 1450 1584 1530 100 ر 0 14 1530 1450 1558 1530 99 و 0 14 1498 1450 1530 1530 100 ح 0 14 1469 1450 1497 1530 100 ي 0 14 1433 1450 1468 1530 99 0 14 1422 1450 1433 1530 100 ف 0 14 1408 1450 1423 1530 100 ي 0 14 1386 1450 1408 1530 100 0 14 1379 1450 1387 1530 93 ا 0 14 1364 1450 1379 1530 100 ل 0 14 1347 1450 1365 1530 80 ر 0 14 1328 1450 1347 1530 96 ٔ 0 14 1311 1450 1329 1530 100 و 0 14 1271 1450 1311 1530 100 ع 0 14 1235 1450 1272 1530 100 0 14 1228 1450 1236 1530 95 ا 0 14 1217 1450 1229 1530 98 ل 0 14 1203 1450 1218 1530 100 ن 0 14 1182 1450 1203 1530 98 ف 0 14 1149 1450 1182 1530 100 س 0 14 1118 1450 1150 1530 99 ي 0 14 1085 1450 1117 1530 100 0 14 1077 1450 1085 1530 99 ب 0 14 1063 1450 1078 1530 96 ا 0 14 1053 1450 1064 1530 100 ل 0 14 1038 1450 1053 1530 99 ت 0 14 1027 1450 1039 1530 63 ا 0 14 1020 1450 1028 1530 100 ٔ 0 14 1009 1450 1021 1530 70 ي 0 14 992 1450 1010 1530 100 ي 0 14 970 1450 991 1530 92 د 0 14 948 1450 970 1530 99 0 14 941 1450 949 1530 69 ا 0 14 927 1450 942 1530 99 ل 0 14 906 1450 928 1530 69 ا 0 14 888 1450 905 1530 100 ع 0 14 863 1450 888 1530 100 ت 0 14 838 1450 862 1530 100 ص 0 14 816 1450 837 1530 100 ا 0 14 791 1450 816 1530 99 م 0 14 755 1450 791 1530 100 ي 0 14 705 1450 755 1530 100 0 14 676 1450 705 1530 100 ح 0 14 651 1450 676 1530 100 ت 0 14 626 1450 651 1530 100 0 14 618 1450 626 1530 100 ا 0 14 605 1450 619 1530 99 ٔ 0 14 579 1450 604 1530 100 ك 0 14 547 1450 579 1530 100 و 0 14 493 1450 547 1530 100 ن 0 14 457 1450 494 1530 99 0 14 440 1450 458 1530 84 م 0 14 425 1450 439 1530 100 ت 0 14 400 1450 425 1530 100 ر 0 14 382 1450 400 1530 100 ج 0 14 349 1450 382 1530 100 م 0 14 307 1450 350 1530 100 ـ 0 14 288 1450 306 1530 100 ا 0 14 274 1450 289 1530 100 0 14 260 1450 275 1530 85 ل 0 14 235 1450 261 1530 98 ا 0 15 1581 1539 1599 1636 100 م 0 15 1560 1539 1581 1636 98 ت 0 15 1521 1539 1560 1636 98 ح 0 15 1488 1539 1521 1636 99 ك 0 15 1473 1539 1488 1636 79 م 0 15 1425 1539 1473 1636 99 ا 0 15 1379 1539 1424 1636 100 0 15 1364 1539 1379 1636 100 ل 0 15 1349 1539 1364 1636 86 ي 0 15 1328 1539 1349 1636 87 ت 0 15 1301 1539 1328 1636 96 ح 0 15 1283 1539 1301 1636 99 ق 0 15 1253 1539 1283 1636 100 ق 0 15 1220 1539 1253 1636 99 0 15 1199 1539 1220 1636 100 م 0 15 1169 1539 1199 1636 98 ن 0 15 1142 1539 1169 1636 100 0 15 1127 1539 1142 1636 93 ي 0 15 1109 1539 1127 1636 99 ق 0 15 1072 1539 1109 1636 99 ف 0 15 1030 1539 1073 1636 100 0 15 1009 1539 1030 1636 100 ع 0 15 997 1539 1009 1636 100 ل 0 15 961 1539 997 1636 97 ي 0 15 919 1539 961 1636 100 ـ 0 15 889 1539 919 1636 100 ه 0 15 865 1539 889 1636 100 0 15 844 1539 865 1636 100 م 0 15 814 1539 844 1636 100 ن 0 15 787 1539 814 1636 100 0 15 778 1539 787 1636 100 ا 0 15 763 1539 778 1636 100 ٔ 0 15 745 1539 763 1636 100 ه 0 15 723 1539 744 1636 100 ـ 0 15 678 1539 723 1636 99 ل 0 15 639 1539 678 1636 92 0 15 627 1539 639 1636 100 ا 0 15 615 1539 627 1636 100 ل 0 15 603 1539 615 1636 100 ل 0 15 588 1539 603 1636 100 ه 0 15 573 1539 588 1636 100 0 15 561 1539 573 1636 99 ا 0 15 552 1539 561 1636 100 ٔ 0 15 522 1539 552 1636 97 ص 0 15 489 1539 522 1636 100 ح 0 15 468 1539 489 1636 100 ا 0 15 438 1539 468 1636 100 ب 0 15 411 1539 438 1636 100 0 15 398 1539 411 1636 100 ا 0 15 386 1539 398 1636 100 ل 0 15 368 1539 386 1636 100 ق 0 15 347 1539 368 1636 96 ـ 0 15 329 1539 347 1636 91 ل 0 15 305 1539 329 1636 99 و 0 15 272 1539 305 1636 100 ب 0 15 233 1539 272 1636 84 ر
page stripe column line left top right bottom confidence letters punc 0 1 597 51 1186 218 59 بواثاعٔيلعيم 0 2 1429 369 1540 454 98 المد 0 2 1382 369 1428 454 97 له 0 2 1284 369 1382 454 100 منزل 0 2 1149 369 1285 454 94 الحكم 0 2 1080 369 1148 454 99 على 0 2 976 369 1080 454 88 قلوب 0 2 854 369 976 454 92 الكلم 0 2 750 369 854 454 99 بأحد 0 2 703 369 750 454 94 ية 0 2 566 369 703 454 99 الطريق 0 2 426 369 567 454 97 الأمم 0 2 365 369 427 454 100 من 0 2 179 369 366 454 91 المقـام 0 2 168 369 179 454 99 1 0 3 1455 463 1602 544 94 الأقـدم 0 3 1375 463 1454 544 92 وإن 0 3 1218 463 1376 544 100 اختلفت 0 3 1099 463 1219 544 88 النحل 0 3 979 463 1099 544 100 والمل 0 3 808 463 980 544 95 لاختلاف 0 3 702 463 809 544 99 الأمم 0 3 671 463 702 544 100 . 0 3 548 463 672 544 90 وصلى 0 3 470 463 549 544 98 الله 0 3 395 463 470 544 100 على 0 3 302 463 394 544 98 مد5 0 3 289 463 303 544 95 ( 0 3 244 463 268 544 94 ) 0 4 1465 553 1602 633 97 الهمم 0 4 1395 553 1465 633 100 من 0 4 1274 553 1395 633 99 خزائن 0 4 1165 553 1275 633 98 الجود 0 4 981 553 1164 633 91 والكرم 0 4 854 553 981 633 94 بالقيل 0 4 698 553 855 633 96 الأقوم 0 4 620 553 697 633 99 محمد 0 4 531 553 621 633 99 وعلى 0 4 457 553 530 633 100 آله 0 4 360 553 457 633 100 وسلم 0 4 337 553 360 633 95 . 0 5 1471 642 1539 727 99 أما 0 5 1350 642 1470 727 100 بعد 0 5 1268 642 1351 727 95 فإني 0 5 1148 642 1268 727 99 رأيت 0 5 1027 642 1148 727 94 رسول 0 5 963 642 1028 727 96 الله 0 5 883 642 962 727 93 صلى 0 5 815 642 884 727 99 الله 0 5 729 642 815 727 93 عليه 0 5 640 642 729 727 91 وسلم 0 5 585 642 640 727 100 في 0 5 437 642 585 727 100 مبشرة 0 5 283 642 438 727 94 أريتها 0 5 242 642 283 727 100 في 0 6 1494 736 1602 817 97 العشر 0 6 1371 736 1494 817 96 الآخر 0 6 1305 736 1371 817 100 من 0 6 1212 736 1305 817 100 محرم 0 6 1200 736 1212 817 100 ( 0 6 1149 736 1179 817 99 ) 0 6 1065 736 1149 817 98 سنة 0 6 981 736 1065 817 99 سبع 0 6 794 736 981 817 92 وعشرون 0 6 665 736 794 817 94 وستمائة 0 6 500 736 665 817 99 بمحروسة 0 6 350 736 500 817 100 دمشق 0 6 242 736 350 817 100 وبيده 0 7 1518 826 1596 903 99 صلى 0 7 1455 826 1518 903 97 الله 0 7 1371 826 1455 903 99 عليه 0 7 1275 826 1371 903 100 وسلم 0 7 1139 826 1274 903 90 كتاب 0 7 1046 826 1139 903 96 فقال 0 7 971 826 1046 903 92 لي 0 7 854 826 971 903 96 هذا 0 7 746 826 854 903 92 كتاب 0 7 605 826 746 903 100 فصوص 0 7 463 826 605 903 100 الحكم 0 7 373 826 463 903 100 خذه 0 7 241 826 373 903 99 واخرج 0 8 1551 912 1598 993 90 به 0 8 1481 912 1551 993 93 إلى 0 8 1373 912 1482 993 99 الناس 0 8 1225 912 1374 993 95 ينتفعون 0 8 1133 912 1224 993 85 به 0 8 993 912 1133 993 96 فقلت 0 8 876 912 993 993 96 المع 0 8 727 912 876 993 95 والطاعة 0 8 680 912 727 993 91 لله 0 8 518 912 679 993 94 ولرسوله 0 8 403 912 518 993 91 وأولي 0 8 299 912 404 993 85 الأمر 0 8 242 912 299 993 90 منا 0 9 1525 1002 1592 1081 99 ك 0 9 1375 1002 1525 1081 96 أمرنا 0 9 1332 1002 1375 1081 100 . 0 9 1179 1002 1331 1081 100 فحققت 0 9 1161 1002 1178 1081 100 0 9 985 1002 1162 1081 94 الأمنيـة 0 9 808 1002 985 1081 95 وأخلصت 0 9 698 1002 808 1081 100 النية 0 9 541 1002 698 1081 99 وجردت 0 9 421 1002 542 1081 99 القصد 0 9 301 1002 422 1081 100 والهممة 0 9 238 1002 302 1081 93 إلى 0 10 1487 1090 1602 1173 99 إبراز 0 10 1354 1090 1488 1173 97 هـذا 0 10 1189 1090 1354 1173 100 الكتاب 0 10 1125 1090 1190 1173 91 كما 0 10 1030 1090 1126 1173 94 حده 0 10 983 1090 1031 1173 94 لي 0 10 859 1090 982 1173 100 رسول 0 10 795 1090 859 1173 92 الله 0 10 719 1090 796 1173 97 صلى 0 10 649 1090 720 1173 98 الله 0 10 560 1090 650 1173 99 عليه 0 10 469 1090 561 1173 97 وسلم 0 10 401 1090 468 1173 97 من 0 10 336 1090 402 1173 100 غير 0 10 240 1090 335 1173 83 زيادة 0 11 1511 1182 1563 1264 100 2 0 11 1488 1182 1512 1264 94 - 0 11 1411 1182 1446 1264 99 0 11 1346 1182 1410 1264 100 ولا 0 11 1170 1182 1345 1264 96 نقصان 0 11 1029 1182 1169 1264 86 وسألت 0 11 961 1182 1029 1264 97 الله 0 11 859 1182 960 1264 94 تعالى 0 11 798 1182 860 1264 91 أن 0 11 681 1182 797 1264 95 يجعلني 0 11 612 1182 680 1264 93 فيه 0 11 533 1182 612 1264 80 وفي 0 11 436 1182 534 1264 100 جميع 0 11 296 1182 436 1264 94 أحوالي 0 11 237 1182 295 1264 100 من 0 12 1478 1273 1596 1355 99 عباده 0 12 1381 1273 1479 1355 98 الذين 0 12 1283 1273 1381 1355 99 ليس 0 12 1114 1273 1283 1355 97 لشيطان 0 12 994 1273 1114 1355 89 عليهم 0 12 825 1273 994 1355 97 سطان 0 12 734 1273 825 1355 98 وأن 0 12 578 1273 734 1355 100 يخصني 0 12 526 1273 578 1355 97 في 0 12 422 1273 526 1355 99 جميع 0 12 377 1273 422 1355 69 ما 0 12 240 1273 376 1355 100 يرقمه 0 13 1468 1364 1598 1441 99 بناني 0 13 1338 1364 1467 1441 98 وينطق 0 13 1243 1364 1337 1441 100 بـه 0 13 1136 1364 1243 1441 97 لساني 0 13 968 1364 1135 1441 89 وينطوي 0 13 854 1364 969 1441 100 عليه 0 13 731 1364 855 1441 96 جناني 0 13 596 1364 730 1441 100 بالالقاء 0 13 392 1364 597 1441 96 السيبوحي 0 13 241 1364 391 1441 97 والنفث 0 14 1433 1450 1602 1530 99 الروحي 0 14 1386 1450 1433 1530 100 في 0 14 1235 1450 1387 1530 96 الرٔوع 0 14 1085 1450 1236 1530 99 النفسي 0 14 948 1450 1085 1530 92 بالتأييد 0 14 705 1450 949 1530 94 الاعتصامي 0 14 626 1450 705 1530 100 حت 0 14 457 1450 626 1530 100 أكون 0 14 274 1450 458 1530 98 مترجمـا 0 14 235 1450 275 1530 92 لا 0 15 1379 1539 1599 1636 96 متحكما 0 15 1220 1539 1379 1636 95 ليتحقق 0 15 1142 1539 1220 1636 99 من 0 15 1030 1539 1142 1636 98 يقف 0 15 865 1539 1030 1636 100 عليـه 0 15 787 1539 865 1636 100 من 0 15 639 1539 787 1636 98 أهـل 0 15 573 1539 639 1636 100 الله 0 15 411 1539 573 1636 99 أصحاب 0 15 233 1539 411 1636 96 القـلوبر
page stripe column line left top right bottom 0 1 597 51 1205 217 0 2 168 369 1547 453 0 3 244 463 1605 543 0 4 337 553 1605 632 0 5 242 642 1546 726 0 6 242 736 1605 816 0 7 241 826 1605 902 0 8 242 912 1605 992 0 9 238 1002 1605 1080 0 10 240 1090 1605 1172 0 11 237 1182 1580 1263 0 12 240 1273 1605 1354 0 13 241 1364 1605 1440 0 14 235 1450 1605 1529 0 15 233 1539 1605 1635
Note the data stages:
markData
with the cleaning data.char
with the OCR data at character level.word
with the OCR data at word level.line
with the locations of the line boxes.The proof stages (proofword
and proofchar
) are HTML pages that cannot easily be shown inside the notebook.
It is better to go to the indicated file on your system and view them directly.
Now the histogram and the cleanh
stage at true size;
page.show(stage='histogram,cleanh')
The grey rectangles are the traces of wiped marks.
But what goes to the OCR engine is stage clean
:
page.show(stage='clean')
Let's have a look at all the bands.
We project the bands on the histogram of the page.
for doBands in ("high", "low", "mid", "main", "broad", "inter"):
page.show(stage="histogram", band=doBands)
We can also show several bands together:
page.show(stage="histogram", band="low,high")
Proper cleaning requires some interactive adjusting of parameters. So we need feedback as to what marks have been cleaned and why.
We can use the boxed
stage to inspect the results of cleaning.
The letters above the boxes refer to the bands in which those marks are searched:
letter | band |
---|---|
|
main |
l |
low |
m |
mid |
h |
high |
b |
broad |
i |
inter |
The numbers above the boxes are the numbers of the marks, by running B.availableMarks()
you see the marks with their numbers.
Marks in green boxes will not be removed. They are apparently part of a letter, not an isolated blob of ink.
The algorithm computes a degree of connection, and if that is bigger than 0.1, the mark counts as connected. The connection degrees are printed below the marks (times 100), so 10 is the cutoff value. Green marks are always higher than 10.
Marks in orange boxes will be removed. They have a small connection degree, less than 0.1, but usually much smaller. If it is near zero, it will be left out.
page.show(stage='boxed')
We can also ask for a log of the cleaning process which gives a bit more information:
page.show(stage='markData')
high
| 1: a wiped 4 x, kept 0 x | kept 0 x | | wiped [ 0] tblr= 853 1369 877 1385, value= 0.89 conn=0.000 border= 4 | | wiped [ 0] tblr= 811 742 835 758, value= 0.90 conn=0.062 border= 4 | | wiped [ 0] tblr=1394 1012 1418 1028, value= 0.91 conn=0.000 border= 4 | | wiped [ 0] tblr= 733 1281 757 1297, value= 0.93 conn=0.000 border= 4
| 10: shadda.a.2 wiped 1 x, kept 0 x | kept 0 x | | wiped [ 0] tblr=1254 1007 1276 1028, value= 0.89 conn=0.095 border= 4 mid
| 16: bracketClose wiped 1 x, kept 0 x | kept 0 x | | wiped [ 0] tblr=1430 1197 1448 1252, value= 0.87 conn=0.000 border= 4
| 17: bracketOpen wiped 1 x, kept 0 x | kept 0 x | | wiped [ 0] tblr=1584 1198 1602 1251, value= 0.92 conn=0.000 border= 4
| 18: colon wiped 3 x, kept 0 x | kept 0 x | | wiped [ 0] tblr=1010 941 1027 972, value= 0.87 conn=0.000 border= 4 | | wiped [ 0] tblr=1376 672 1393 703, value= 0.90 conn=0.000 border= 4 | | wiped [ 0] tblr= 997 851 1014 882, value= 0.91 conn=0.000 border= 4
| 19: comma wiped 9 x, kept 1 x | kept 1 x | | wiped [ 0] tblr= 718 570 740 602, value= 0.92 conn=0.000 border= 4 | | wiped [ 0] tblr=1407 1556 1429 1588, value= 0.93 conn=0.000 border= 4 | | wiped [ 0] tblr=1159 839 1181 871, value= 0.93 conn=0.000 border= 4 | | wiped [ 0] tblr= 846 1288 868 1320, value= 0.94 conn=0.000 border= 4 | | wiped [ 0] tblr=1153 929 1175 961, value= 0.94 conn=0.000 border= 4 | | wiped [ 0] tblr= 366 750 388 782, value= 0.94 conn=0.000 border= 4 | | wiped [ 0] tblr=1003 570 1025 602, value= 0.94 conn=0.000 border= 4 | | wiped [ 0] tblr=1484 569 1506 601, value= 0.94 conn=0.000 border= 4 | | wiped [ 0] tblr= 729 1467 751 1499, value= 0.94 conn=0.000 border= 4 | | kept [ 0] tblr=1197 1198 1219 1230, value= 0.92 conn=0.227 border= 4
| 21: guillemetClose wiped 3 x, kept 0 x | kept 0 x | | wiped [ 0] tblr= 367 752 388 783, value= 0.80 conn=0.000 border= 4 | | wiped [ 0] tblr=1159 841 1180 872, value= 0.82 conn=0.000 border= 4 | | wiped [ 0] tblr= 486 850 507 881, value= 0.90 conn=0.000 border= 4
| 22: guillemetOpen wiped 1 x, kept 7 x | kept 7 x | | wiped [ 0] tblr= 883 852 904 881, value= 0.93 conn=0.000 border= 4 | | kept [ 0] tblr= 665 1208 686 1237, value= 0.80 conn=0.397 border= 4 | | kept [ 0] tblr= 323 1298 344 1327, value= 0.80 conn=0.172 border= 4 | | kept [ 0] tblr= 730 849 751 878, value= 0.81 conn=0.479 border= 4 | | kept [ 0] tblr=1546 492 1567 521, value= 0.81 conn=0.445 border= 4 | | kept [ 0] tblr=1315 1028 1336 1057, value= 0.82 conn=0.337 border= 4 | | kept [ 0] tblr=1332 670 1353 699, value= 0.83 conn=0.397 border= 4 | | kept [ 0] tblr=1065 401 1086 430, value= 0.83 conn=0.268 border= 4
| 24: semicolon wiped 2 x, kept 0 x | kept 0 x | | wiped [ 0] tblr= 729 1469 750 1511, value= 0.92 conn=0.000 border= 4 | | wiped [ 0] tblr=1197 1199 1218 1241, value= 0.93 conn=0.000 border= 4
The starred entries correspond to the green boxes.
The connectivity times 100 is the number under the boxes.
Now we only want to see the effects of cleaning for specific marks (in specific bands):
page.show(stage='boxed', band="high,mid", mark="comma,a")
acro | band | mark | hits |
---|---|---|---|
h1 | high | a | 4 |
m19 | mid | comma | 10 |
The parameters that steer the cleaning process are
connectBorder
connectRatio
connectThreshold
See the settings specs.