Commit ·
36d05ff
0
Parent(s):
Duplicate from davidventura/translator-ppocr-rec
Browse filesCo-authored-by: d <davidventura@users.noreply.huggingface.co>
- .gitattributes +40 -0
- README.md +33 -0
- hebrew/best_accuracy.pdparams +3 -0
- hebrew/hebrew_rec_int8.mnn +3 -0
- hebrew/inference/inference.json +0 -0
- hebrew/inference/inference.pdiparams +3 -0
- hebrew/inference/inference.yml +157 -0
- hebrew/keys.txt +114 -0
- indic/best_accuracy.pdparams +3 -0
- indic/indic_rec_int8.mnn +3 -0
- indic/keys.txt +419 -0
.gitattributes
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*.7z filter=lfs diff=lfs merge=lfs -text
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*.arrow filter=lfs diff=lfs merge=lfs -text
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*.bin filter=lfs diff=lfs merge=lfs -text
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*.bz2 filter=lfs diff=lfs merge=lfs -text
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*.ckpt filter=lfs diff=lfs merge=lfs -text
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*.ftz filter=lfs diff=lfs merge=lfs -text
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*.h5 filter=lfs diff=lfs merge=lfs -text
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*.joblib filter=lfs diff=lfs merge=lfs -text
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*.lfs.* filter=lfs diff=lfs merge=lfs -text
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*.mlmodel filter=lfs diff=lfs merge=lfs -text
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*.model filter=lfs diff=lfs merge=lfs -text
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*.msgpack filter=lfs diff=lfs merge=lfs -text
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*.npy filter=lfs diff=lfs merge=lfs -text
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*.onnx filter=lfs diff=lfs merge=lfs -text
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*.ot filter=lfs diff=lfs merge=lfs -text
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*.parquet filter=lfs diff=lfs merge=lfs -text
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*.pb filter=lfs diff=lfs merge=lfs -text
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*.pickle filter=lfs diff=lfs merge=lfs -text
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*.pkl filter=lfs diff=lfs merge=lfs -text
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*.pt filter=lfs diff=lfs merge=lfs -text
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*.pth filter=lfs diff=lfs merge=lfs -text
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*.rar filter=lfs diff=lfs merge=lfs -text
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*.safetensors filter=lfs diff=lfs merge=lfs -text
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saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.tar.* filter=lfs diff=lfs merge=lfs -text
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*.tar filter=lfs diff=lfs merge=lfs -text
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*.tflite filter=lfs diff=lfs merge=lfs -text
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*.wasm filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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hebrew/best_accuracy.pdparams filter=lfs diff=lfs merge=lfs -text
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hebrew/hebrew_rec_int8.mnn filter=lfs diff=lfs merge=lfs -text
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hebrew/inference/inference.pdiparams filter=lfs diff=lfs merge=lfs -text
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indic/best_accuracy.pdparams filter=lfs diff=lfs merge=lfs -text
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indic/indic_rec_int8.mnn filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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license: apache-2.0
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language:
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- he
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- bn
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- gu
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- kn
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- ml
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tags:
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- ocr
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- text-recognition
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- paddleocr
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- mnn
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pipeline_tag: image-to-text
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---
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# PP-OCRv6 fine-tuned recognizers for Hebrew + Indic
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This is a fine-tune of PP-OCRv6 'small', one for Hebrew, one for (Bengali, Gujarati, Kannada, Malayalam). Both have Latin as well.
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Hebrew does not do Niqqud.
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Trained exclusively on synthetic data, evaluated against 3 pictures, was better than Tesseract.
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- Input strip height is **48**; output is already softmax (per-char confidence = max prob).
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- Emits glyphs in visual (left-to-right) order (need reversal logic for Hebrew)
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## Training code
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| 29 |
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`scripts/rec_model/` in [translator-rs](https://github.com/DavidVentura/translator-rs).
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| 30 |
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| 31 |
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## License
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| 32 |
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Fine-tune of PP-OCRv6 (Apache-2.0). Synthetic training data rendered with mixed-license
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| 33 |
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fonts (Culmus, Google Fonts OFL, SIL) over Leipzig corpora.
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hebrew/best_accuracy.pdparams
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version https://git-lfs.github.com/spec/v1
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oid sha256:8fab83c6a6c407e6ab168270f6721c702997d0146a7cb3aceb74aab6c24d7bfb
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| 3 |
+
size 58792062
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hebrew/hebrew_rec_int8.mnn
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version https://git-lfs.github.com/spec/v1
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oid sha256:990cec6d91e98dd1e091d23dc18e47db7b293f7a6c8422bec87e721e29e94545
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| 3 |
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size 3237360
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hebrew/inference/inference.json
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The diff for this file is too large to render.
See raw diff
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hebrew/inference/inference.pdiparams
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:48a941a883987105f059e1677a68c1555eff6d350ce57d74ef15124c72bcd712
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| 3 |
+
size 12075118
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hebrew/inference/inference.yml
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| 1 |
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Global:
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| 2 |
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model_name: PP-OCRv6_small_rec_hebrew
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| 3 |
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Hpi:
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| 4 |
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backend_configs:
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| 5 |
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paddle_infer:
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| 6 |
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trt_dynamic_shapes: &id001
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| 7 |
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x:
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| 8 |
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- - 1
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| 9 |
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- 3
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| 10 |
+
- 48
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| 11 |
+
- 160
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| 12 |
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- - 1
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| 13 |
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- 3
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| 14 |
+
- 48
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| 15 |
+
- 320
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| 16 |
+
- - 8
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| 17 |
+
- 3
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| 18 |
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- 48
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| 19 |
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- 3200
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| 20 |
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tensorrt:
|
| 21 |
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dynamic_shapes: *id001
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| 22 |
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PreProcess:
|
| 23 |
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transform_ops:
|
| 24 |
+
- DecodeImage:
|
| 25 |
+
channel_first: false
|
| 26 |
+
img_mode: BGR
|
| 27 |
+
- MultiLabelEncode:
|
| 28 |
+
gtc_encode: NRTRLabelEncode
|
| 29 |
+
- RecResizeImg:
|
| 30 |
+
image_shape:
|
| 31 |
+
- 3
|
| 32 |
+
- 48
|
| 33 |
+
- 320
|
| 34 |
+
- KeepKeys:
|
| 35 |
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keep_keys:
|
| 36 |
+
- image
|
| 37 |
+
- label_ctc
|
| 38 |
+
- label_gtc
|
| 39 |
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- length
|
| 40 |
+
- valid_ratio
|
| 41 |
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PostProcess:
|
| 42 |
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name: CTCLabelDecode
|
| 43 |
+
character_dict:
|
| 44 |
+
- '!'
|
| 45 |
+
- '"'
|
| 46 |
+
- '#'
|
| 47 |
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- $
|
| 48 |
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- '%'
|
| 49 |
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- '&'
|
| 50 |
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- ''''
|
| 51 |
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- (
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| 52 |
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- )
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| 53 |
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- +
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| 54 |
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- ','
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| 55 |
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- '-'
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| 56 |
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- .
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| 57 |
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- /
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| 58 |
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- '0'
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| 59 |
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- '1'
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| 60 |
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- '2'
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| 61 |
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- '3'
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- '4'
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- '5'
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- '6'
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- '7'
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- '8'
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| 67 |
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- '9'
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| 68 |
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- ':'
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| 69 |
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- ;
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| 70 |
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- '?'
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| 71 |
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- '@'
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| 72 |
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- A
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| 73 |
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- B
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| 74 |
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- C
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| 75 |
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- D
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- E
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- F
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- G
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- H
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- I
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- J
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- K
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- L
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- M
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| 85 |
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- N
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- O
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| 87 |
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- P
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| 88 |
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- Q
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| 89 |
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- R
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| 90 |
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- S
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- T
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| 92 |
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- U
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| 93 |
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- V
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| 94 |
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- W
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| 95 |
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- X
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| 96 |
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- Y
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| 97 |
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- Z
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| 98 |
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- '['
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| 99 |
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- ']'
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- a
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| 101 |
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- b
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- c
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- d
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- e
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- f
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- g
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- h
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- i
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- j
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- k
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- l
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- m
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- n
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- o
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- p
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- q
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- r
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- s
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- t
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- u
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- v
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- w
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- x
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- y
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| 125 |
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- z
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- ־
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| 127 |
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- א
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| 128 |
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- ב
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| 129 |
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- ג
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| 130 |
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- ד
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| 131 |
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- ה
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| 132 |
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- ו
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| 133 |
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- ז
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| 134 |
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- ח
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| 135 |
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- ט
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| 136 |
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- י
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| 137 |
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- ך
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| 138 |
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- כ
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| 139 |
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- ל
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- ם
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- מ
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- ן
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- נ
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- ס
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- ע
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- ף
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- פ
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- ץ
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- צ
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- ק
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- ר
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- ש
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- ת
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- ׳
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- ״
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- ₪
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- €
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hebrew/keys.txt
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| 5 |
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| 9 |
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| 27 |
+
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| 28 |
+
@
|
| 29 |
+
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| 30 |
+
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|
| 31 |
+
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|
| 32 |
+
D
|
| 33 |
+
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| 34 |
+
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| 35 |
+
G
|
| 36 |
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|
| 37 |
+
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| 38 |
+
J
|
| 39 |
+
K
|
| 40 |
+
L
|
| 41 |
+
M
|
| 42 |
+
N
|
| 43 |
+
O
|
| 44 |
+
P
|
| 45 |
+
Q
|
| 46 |
+
R
|
| 47 |
+
S
|
| 48 |
+
T
|
| 49 |
+
U
|
| 50 |
+
V
|
| 51 |
+
W
|
| 52 |
+
X
|
| 53 |
+
Y
|
| 54 |
+
Z
|
| 55 |
+
[
|
| 56 |
+
]
|
| 57 |
+
a
|
| 58 |
+
b
|
| 59 |
+
c
|
| 60 |
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|
| 61 |
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| 62 |
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| 64 |
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| 66 |
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| 67 |
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|
| 68 |
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|
| 69 |
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m
|
| 70 |
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|
| 71 |
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|
| 72 |
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|
| 73 |
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|
| 74 |
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|
| 75 |
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|
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|
| 78 |
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|
| 80 |
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x
|
| 81 |
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y
|
| 82 |
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z
|
| 83 |
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־
|
| 84 |
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א
|
| 85 |
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ב
|
| 86 |
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ג
|
| 87 |
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ד
|
| 88 |
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| 89 |
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ו
|
| 90 |
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ז
|
| 91 |
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ח
|
| 92 |
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ט
|
| 93 |
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י
|
| 94 |
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ך
|
| 95 |
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כ
|
| 96 |
+
ל
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| 97 |
+
ם
|
| 98 |
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|
| 99 |
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|
| 100 |
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| 101 |
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|
| 102 |
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|
| 103 |
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| 104 |
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פ
|
| 105 |
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|
| 106 |
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צ
|
| 107 |
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ק
|
| 108 |
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ר
|
| 109 |
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ש
|
| 110 |
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|
| 111 |
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׳
|
| 112 |
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״
|
| 113 |
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₪
|
| 114 |
+
€
|
indic/best_accuracy.pdparams
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
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|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ee3321d90d6ba7c47de8d050f4100661b9df58fd2b6a25a4939b4b13deea63f4
|
| 3 |
+
size 30066329
|
indic/indic_rec_int8.mnn
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
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|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:00925f9402f518c629334e5a39b15c7466866be3f90a7df6b2e4db6b74fae5de
|
| 3 |
+
size 3277620
|
indic/keys.txt
ADDED
|
@@ -0,0 +1,419 @@
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|
| 1 |
+
!
|
| 2 |
+
"
|
| 3 |
+
#
|
| 4 |
+
%
|
| 5 |
+
&
|
| 6 |
+
'
|
| 7 |
+
(
|
| 8 |
+
)
|
| 9 |
+
+
|
| 10 |
+
,
|
| 11 |
+
-
|
| 12 |
+
.
|
| 13 |
+
/
|
| 14 |
+
0
|
| 15 |
+
1
|
| 16 |
+
2
|
| 17 |
+
3
|
| 18 |
+
4
|
| 19 |
+
5
|
| 20 |
+
6
|
| 21 |
+
7
|
| 22 |
+
8
|
| 23 |
+
9
|
| 24 |
+
:
|
| 25 |
+
;
|
| 26 |
+
?
|
| 27 |
+
@
|
| 28 |
+
A
|
| 29 |
+
B
|
| 30 |
+
C
|
| 31 |
+
D
|
| 32 |
+
E
|
| 33 |
+
F
|
| 34 |
+
G
|
| 35 |
+
H
|
| 36 |
+
I
|
| 37 |
+
J
|
| 38 |
+
K
|
| 39 |
+
L
|
| 40 |
+
M
|
| 41 |
+
N
|
| 42 |
+
O
|
| 43 |
+
P
|
| 44 |
+
Q
|
| 45 |
+
R
|
| 46 |
+
S
|
| 47 |
+
T
|
| 48 |
+
U
|
| 49 |
+
V
|
| 50 |
+
W
|
| 51 |
+
X
|
| 52 |
+
Y
|
| 53 |
+
Z
|
| 54 |
+
[
|
| 55 |
+
]
|
| 56 |
+
a
|
| 57 |
+
b
|
| 58 |
+
c
|
| 59 |
+
d
|
| 60 |
+
e
|
| 61 |
+
f
|
| 62 |
+
g
|
| 63 |
+
h
|
| 64 |
+
i
|
| 65 |
+
j
|
| 66 |
+
k
|
| 67 |
+
l
|
| 68 |
+
m
|
| 69 |
+
n
|
| 70 |
+
o
|
| 71 |
+
p
|
| 72 |
+
q
|
| 73 |
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r
|
| 74 |
+
s
|
| 75 |
+
t
|
| 76 |
+
u
|
| 77 |
+
v
|
| 78 |
+
w
|
| 79 |
+
x
|
| 80 |
+
y
|
| 81 |
+
z
|
| 82 |
+
।
|
| 83 |
+
॥
|
| 84 |
+
ঁ
|
| 85 |
+
ং
|
| 86 |
+
ঃ
|
| 87 |
+
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|
| 88 |
+
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|
| 89 |
+
ই
|
| 90 |
+
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|
| 91 |
+
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|
| 92 |
+
ঊ
|
| 93 |
+
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|
| 94 |
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|
| 95 |
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|
| 96 |
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|
| 97 |
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|
| 98 |
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ঔ
|
| 99 |
+
ক
|
| 100 |
+
খ
|
| 101 |
+
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|
| 102 |
+
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|
| 103 |
+
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|
| 104 |
+
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|
| 105 |
+
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|
| 106 |
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|
| 107 |
+
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|
| 108 |
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|
| 109 |
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|
| 110 |
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|
| 111 |
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|
| 112 |
+
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|
| 113 |
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ণ
|
| 114 |
+
ত
|
| 115 |
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|
| 116 |
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দ
|
| 117 |
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ধ
|
| 118 |
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ন
|
| 119 |
+
|
| 120 |
+
প
|
| 121 |
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ফ
|
| 122 |
+
ব
|
| 123 |
+
ভ
|
| 124 |
+
ম
|
| 125 |
+
য
|
| 126 |
+
র
|
| 127 |
+
ল
|
| 128 |
+
শ
|
| 129 |
+
ষ
|
| 130 |
+
স
|
| 131 |
+
হ
|
| 132 |
+
়
|
| 133 |
+
া
|
| 134 |
+
ি
|
| 135 |
+
ী
|
| 136 |
+
ু
|
| 137 |
+
ূ
|
| 138 |
+
ৃ
|
| 139 |
+
ৄ
|
| 140 |
+
ে
|
| 141 |
+
ৈ
|
| 142 |
+
ো
|
| 143 |
+
ৌ
|
| 144 |
+
্
|
| 145 |
+
ৎ
|
| 146 |
+
ৗ
|
| 147 |
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ৠ
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