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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:
+  - he
+datasets:
+  - johnlockejrr/samaritan_v1_dataset
+pipeline_tag: image-to-text

language_model.arpa.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da91b1fc3e9557a3ddb2ece67480e4a9c999d2e4c689291bd4d7a9363c9f224a
+size 772098

lexicon.txt

@@ -0,0 +1,38 @@
+<ctc> <ctc>
+( (
+) )
+[ [
+] ]
+{ {
+} }
+א א
+ב ב
+ג ג
+ד ד
+ה ה
+ו ו
+ז ז
+ח ח
+ט ט
+י י
+ך ך
+כ כ
+ל ל
+ם ם
+מ מ
+ן ן
+נ נ
+ס ס
+ע ע
+ף ף
+פ פ
+ץ ץ
+צ צ
+ק ק
+ר ר
+ש ש
+ת ת
+↑ ↑
+↓ ↓
+<unk> <unk>
+<space> <space>

metrics.csv

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statistics.md

@@ -0,0 +1,188 @@
+
+Statistics
+==========
+
+# Train
+
+## Images statistics
+
+| Metric |  Width  | Height |
+| :------| :-----: | :----: |
+| Count  |   2500  |  2500  |
+| Min    |   187   |  128   |
+| Max    |   3566  |  128   |
+| Mean   | 1996.46 | 128.0  |
+| Median |   1981  |  128   |
+
+## Labels statistics
+
+| Metric | Chars | Words |
+| :------| :---: | :---: |
+| Min    |   2   |   1   |
+| Max    |   47  |   11  |
+| Mean   | 28.47 |  6.15 |
+| Median |   28  |   6   |
+| Total  | 71166 | 15380 |
+
+### Characters statistics
+
+| Character | Occurrence |
+| :---------|----------: |
+| <space>   |      12880 |
+| י         |       6849 |
+| ו         |       6480 |
+| ה         |       5499 |
+| א         |       5333 |
+| ל         |       4089 |
+| ר         |       3411 |
+| ת         |       3092 |
+| ש         |       2855 |
+| מ         |       2775 |
+| ב         |       2696 |
+| ם         |       2312 |
+| נ         |       1908 |
+| ע         |       1900 |
+| ד         |       1425 |
+| כ         |       1418 |
+| ח         |       1355 |
+| ק         |        780 |
+| ן         |        777 |
+| פ         |        644 |
+| ך         |        619 |
+| צ         |        472 |
+| ג         |        434 |
+| ץ         |        352 |
+| ז         |        267 |
+| ס         |        206 |
+| ט         |        200 |
+| ף         |         91 |
+| [         |         13 |
+| ]         |         13 |
+| (         |          5 |
+| )         |          5 |
+| {         |          5 |
+| }         |          5 |
+| ↓         |          1 |
+
+# Val
+
+## Images statistics
+
+| Metric |  Width  | Height |
+| :------| :-----: | :----: |
+| Count  |   1500  |  1500  |
+| Min    |   194   |  128   |
+| Max    |   3441  |  128   |
+| Mean   | 1978.92 | 128.0  |
+| Median |   1972  |  128   |
+
+## Labels statistics
+
+| Metric | Chars | Words |
+| :------| :---: | :---: |
+| Min    |   3   |   1   |
+| Max    |   47  |   11  |
+| Mean   | 28.38 |  6.13 |
+| Median |   28  |   6   |
+| Total  | 42576 |  9188 |
+
+### Characters statistics
+
+| Character | Occurrence |
+| :---------|----------: |
+| <space>   |       7688 |
+| י         |       4088 |
+| ו         |       3794 |
+| ה         |       3395 |
+| א         |       3158 |
+| ל         |       2422 |
+| ר         |       2070 |
+| ת         |       1819 |
+| מ         |       1771 |
+| ש         |       1676 |
+| ב         |       1619 |
+| ם         |       1278 |
+| ע         |       1173 |
+| נ         |       1169 |
+| ד         |        833 |
+| כ         |        818 |
+| ח         |        801 |
+| ן         |        490 |
+| ק         |        469 |
+| פ         |        371 |
+| ך         |        371 |
+| צ         |        310 |
+| ץ         |        240 |
+| ג         |        202 |
+| ז         |        186 |
+| ט         |        151 |
+| ס         |        125 |
+| ף         |         68 |
+| [         |          5 |
+| ]         |          5 |
+| (         |          3 |
+| )         |          3 |
+| {         |          2 |
+| }         |          2 |
+| ↑         |          1 |
+
+# Test
+
+## Images statistics
+
+| Metric | Width  | Height |
+| :------| :----: | :----: |
+| Count  |  965   |  965   |
+| Min    |  143   |  128   |
+| Max    |  3498  |  128   |
+| Mean   | 1984.7 | 128.0  |
+| Median |  1987  |  128   |
+
+## Labels statistics
+
+| Metric | Chars | Words |
+| :------| :---: | :---: |
+| Min    |   2   |   1   |
+| Max    |   47  |   11  |
+| Mean   | 28.43 |  6.13 |
+| Median |   28  |   6   |
+| Total  | 27439 |  5912 |
+
+### Characters statistics
+
+| Character | Occurrence |
+| :---------|----------: |
+| <space>   |       4947 |
+| ו         |       2560 |
+| י         |       2503 |
+| ה         |       2115 |
+| א         |       2099 |
+| ל         |       1529 |
+| ר         |       1349 |
+| ת         |       1256 |
+| ש         |       1125 |
+| ב         |       1092 |
+| מ         |       1089 |
+| ם         |        784 |
+| ע         |        764 |
+| נ         |        705 |
+| ד         |        594 |
+| כ         |        508 |
+| ח         |        492 |
+| ק         |        340 |
+| ן         |        290 |
+| פ         |        257 |
+| ך         |        208 |
+| צ         |        177 |
+| ג         |        149 |
+| ץ         |        147 |
+| ז         |        117 |
+| ט         |         93 |
+| ס         |         77 |
+| ף         |         53 |
+| [         |          5 |
+| ]         |          5 |
+| {         |          3 |
+| }         |          3 |
+| (         |          2 |
+| )         |          2 |

syms.txt

@@ -0,0 +1,38 @@
+<ctc> 0
+( 1
+) 2
+[ 3
+] 4
+{ 5
+} 6
+א 7
+ב 8
+ג 9
+ד 10
+ה 11
+ו 12
+ז 13
+ח 14
+ט 15
+י 16
+ך 17
+כ 18
+ל 19
+ם 20
+מ 21
+ן 22
+נ 23
+ס 24
+ע 25
+ף 26
+פ 27
+ץ 28
+צ 29
+ק 30
+ר 31
+ש 32
+ת 33
+↑ 34
+↓ 35
+<unk> 36
+<space> 37

tokens.txt

@@ -0,0 +1,38 @@
+<ctc>
+(
+)
+[
+]
+{
+}
+א
+ב
+ג
+ד
+ה
+ו
+ז
+ח
+ט
+י
+ך
+כ
+ל
+ם
+מ
+ן
+נ
+ס
+ע
+ף
+פ
+ץ
+צ
+ק
+ר
+ש
+ת
+↑
+↓
+<unk>
+<space>

weights.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4a325b2b1dbcae30d6c705cd614aef935195ff881499b14310d3c5404f2109f9
+size 42495961