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README.md

@@ -1,3 +1,18 @@
----
-license: mit
----
+library_name: PyLaia
+license: mit
+tags:
+  - PyLaia
+  - PyTorch
+  - atr
+  - htr
+  - ocr
+  - modern
+  - handwritten
+metrics:
+  - CER
+  - WER
+language:
+  - ar
+datasets:
+  - KHATT_v1.0
+pipeline_tag: image-to-text

language_model.arpa.gz

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+version https://git-lfs.github.com/spec/v1
+oid sha256:6350a03b69302ea558ed777cf2882d2948a3fc127d78d889d8dcc38586b7969a
+size 265714

lexicon.txt

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metrics.csv

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+158,,0.06899148970842361,8.04481029510498,0.19173663854599,0.07553280144929886,14.329642295837402,0.19492711126804352
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statistics.md

@@ -0,0 +1,233 @@
+
+Statistics
+==========
+
+# Train
+
+## Images statistics
+
+| Metric |  Width  | Height |
+| :------| :-----: | :----: |
+| Count  |   4672  |  4672  |
+| Min    |    39   |  128   |
+| Max    |   4431  |  128   |
+| Mean   | 1678.42 | 128.0  |
+| Median |   1785  |  128   |
+
+## Labels statistics
+
+| Metric | Chars  | Words |
+| :------| :----: | :---: |
+| Min    |   3    |   1   |
+| Max    |  118   |   29  |
+| Mean   | 60.53  | 14.12 |
+| Median |   62   |   14  |
+| Total  | 282792 | 65990 |
+
+### Characters statistics
+
+| Character | Occurrence |
+| :---------|----------: |
+| <space>   |      61517 |
+| ا         |      26942 |
+| ل         |      22924 |
+| ن         |      12305 |
+| ي         |      11490 |
+| م         |      10719 |
+| ب         |      10308 |
+| ف         |       8701 |
+| ر         |       8690 |
+| و         |       8119 |
+| ه         |       8056 |
+| ع         |       6453 |
+| ح         |       6375 |
+| ت         |       6009 |
+| ،         |       5518 |
+| ج         |       5368 |
+| ك         |       4518 |
+| .         |       4285 |
+| خ         |       3859 |
+| ص         |       3847 |
+| س         |       3827 |
+| غ         |       3794 |
+| أ         |       3636 |
+| ط         |       3370 |
+| ق         |       3120 |
+| ظ         |       3103 |
+| د         |       3071 |
+| ض         |       3060 |
+| ث         |       2989 |
+| ش         |       2854 |
+| ة         |       2704 |
+| ؤ         |       1738 |
+| ذ         |       1598 |
+| ز         |       1583 |
+| ئ         |       1455 |
+| ـ         |       1377 |
+| إ         |        767 |
+| آ         |        715 |
+| ء         |        701 |
+| :         |        675 |
+| #         |        354 |
+| ى         |        197 |
+| ,         |         62 |
+| -         |         20 |
+| ّ          |          3 |
+| ؛         |          3 |
+| َ          |          3 |
+| !         |          2 |
+| ؟         |          2 |
+| ُ          |          2 |
+| "         |          1 |
+| 1         |          1 |
+| ِ          |          1 |
+| ;         |          1 |
+
+# Val
+
+## Images statistics
+
+| Metric |  Width  | Height |
+| :------| :-----: | :----: |
+| Count  |   963   |  963   |
+| Min    |    87   |  128   |
+| Max    |   4828  |  128   |
+| Mean   | 1637.52 | 128.0  |
+| Median |   1702  |  128   |
+
+## Labels statistics
+
+| Metric | Chars | Words |
+| :------| :---: | :---: |
+| Min    |   5   |   1   |
+| Max    |  107  |   28  |
+| Mean   | 60.41 | 13.83 |
+| Median |   61  |   13  |
+| Total  | 58176 | 13323 |
+
+### Characters statistics
+
+| Character | Occurrence |
+| :---------|----------: |
+| <space>   |      12416 |
+| ا         |       5556 |
+| ل         |       4677 |
+| ن         |       2548 |
+| ي         |       2406 |
+| م         |       2221 |
+| ب         |       2143 |
+| ر         |       1869 |
+| ف         |       1805 |
+| و         |       1709 |
+| ه         |       1674 |
+| ع         |       1330 |
+| ح         |       1312 |
+| ت         |       1216 |
+| ،         |       1167 |
+| ج         |       1098 |
+| ك         |        925 |
+| .         |        868 |
+| ص         |        799 |
+| خ         |        795 |
+| س         |        784 |
+| غ         |        779 |
+| أ         |        721 |
+| ط         |        711 |
+| ظ         |        660 |
+| ق         |        655 |
+| د         |        626 |
+| ث         |        618 |
+| ض         |        615 |
+| ش         |        599 |
+| ة         |        542 |
+| ؤ         |        378 |
+| ذ         |        334 |
+| ز         |        326 |
+| ئ         |        297 |
+| ـ         |        266 |
+| آ         |        156 |
+| ء         |        155 |
+| إ         |        147 |
+| :         |        141 |
+| #         |         96 |
+| ,         |         17 |
+| ى         |         15 |
+| I         |          1 |
+| َ          |          1 |
+| _         |          1 |
+| ً          |          1 |
+
+# Test
+
+## Images statistics
+
+| Metric |  Width  | Height |
+| :------| :-----: | :----: |
+| Count  |   1038  |  1038  |
+| Min    |    38   |  128   |
+| Max    |   3970  |  128   |
+| Mean   | 1685.75 | 128.0  |
+| Median |   1792  |  128   |
+
+## Labels statistics
+
+| Metric | Chars | Words |
+| :------| :---: | :---: |
+| Min    |   3   |   1   |
+| Max    |  109  |   30  |
+| Mean   | 58.75 | 13.51 |
+| Median |   60  |   13  |
+| Total  | 60986 | 14020 |
+
+### Characters statistics
+
+| Character | Occurrence |
+| :---------|----------: |
+| <space>   |      13055 |
+| ا         |       5886 |
+| ل         |       4970 |
+| ن         |       2665 |
+| ي         |       2520 |
+| م         |       2350 |
+| ب         |       2210 |
+| ر         |       1912 |
+| ف         |       1876 |
+| ه         |       1775 |
+| و         |       1756 |
+| ع         |       1365 |
+| ح         |       1359 |
+| ت         |       1308 |
+| ،         |       1206 |
+| ج         |       1154 |
+| ك         |        995 |
+| .         |        898 |
+| ص         |        834 |
+| خ         |        831 |
+| س         |        827 |
+| غ         |        823 |
+| أ         |        770 |
+| ط         |        736 |
+| ق         |        680 |
+| ظ         |        667 |
+| ض         |        656 |
+| ث         |        652 |
+| د         |        643 |
+| ش         |        621 |
+| ة         |        568 |
+| ؤ         |        375 |
+| ذ         |        347 |
+| ز         |        337 |
+| ئ         |        323 |
+| ـ         |        296 |
+| آ         |        159 |
+| إ         |        159 |
+| ء         |        158 |
+| :         |        153 |
+| #         |         77 |
+| ى         |         25 |
+| -         |          3 |
+| ؟         |          2 |
+| ,         |          1 |
+| ْ          |          1 |
+| ُ          |          1 |
+| ً          |          1 |

syms.txt

@@ -0,0 +1,60 @@
+<ctc> 0
+! 1
+" 2
+# 3
+, 4
+- 5
+. 6
+1 7
+: 8
+; 9
+I 10
+_ 11
+، 12
+؛ 13
+؟ 14
+ء 15
+آ 16
+أ 17
+ؤ 18
+إ 19
+ئ 20
+ا 21
+ب 22
+ة 23
+ت 24
+ث 25
+ج 26
+ح 27
+خ 28
+د 29
+ذ 30
+ر 31
+ز 32
+س 33
+ش 34
+ص 35
+ض 36
+ط 37
+ظ 38
+ع 39
+غ 40
+ـ 41
+ف 42
+ق 43
+ك 44
+ل 45
+م 46
+ن 47
+ه 48
+و 49
+ى 50
+ي 51
+ً 52
+َ 53
+ُ 54
+ِ 55
+ّ 56
+ْ 57
+<unk> 58
+<space> 59

tokens.txt

@@ -0,0 +1,60 @@
+<ctc>
+!
+"
+#
+,
+-
+.
+1
+:
+;
+I
+_
+،
+؛
+؟
+ء
+آ
+أ
+ؤ
+إ
+ئ
+ا
+ب
+ة
+ت
+ث
+ج
+ح
+خ
+د
+ذ
+ر
+ز
+س
+ش
+ص
+ض
+ط
+ظ
+ع
+غ
+ـ
+ف
+ق
+ك
+ل
+م
+ن
+ه
+و
+ى
+ي
+ً
+َ
+ُ
+ِ
+ّ
+ْ
+<unk>
+<space>

weights.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e4fa0d23f9f7466f2a8743364cd07b1be81eed81279f5d474679cf14bcc8a9d4
+size 42585948