Thank you so much for your help shree.
the links you provided were very helpful for me.

now i am trying to train lstm training with retraining the top layer.
can you please provide me with the commands for  retraining top layer .

thank you very much.


On Tue, Jan 28, 2020 at 12:36 PM Shree Devi Kumar <shreesh...@gmail.com>
wrote:

> Please see https://github.com/Shreeshrii/tesstrain-ckb It uses a modified
> training text based on what you sent and earlier text that  I had from
> Pewan and other corpora.
>
> Currently the training data includes
> * AWN 0-9
> * AEN - ARabic numbers
> * No Persian numbers since some shapes are similar to Arabic Numbers
>
> Fonts do not include those which convert 0-9 to either Arabic or Persian
> numbers.
>
> The replace layer training is still ongoing. The eval results look much
> better than the official ara or script/Arabic, however I do not have any
> real world images for testing.
>
> ArialArial BoldTahomaTahoma Bold
> tessdata_fast/ara Accuracy 62.74 63.49 61.56 61.71
> tessdata_fast/ara Basic Arabic 95.68 95.22 95.76 94.10
> tessdata_fast/ara Arabic Extended 0.31 1.13 0.41 1.32
> tessdata_fast/script/Arabic Accuracy 80.99 80.83 83.02 77.17
> tessdata_fast/script/Arabic Basic Arabic 96.68 96.34 96.05 93.87
> tessdata_fast/script/Arabic Arabic Extended 57.20 58.23 63.76 54.72
> ckbLayer_1.661_152089_296500
> ckbLayer_fast Accuracy 98.20 97.78 98.06 96.13
> ckbLayer_fast Basic Arabic 99.10 99.15 98.54 98.44
> ckbLayer_fast Arabic Extended 98.30 98.70 99.10 96.27
>
>
> On Mon, Jan 13, 2020 at 7:17 PM Ayub Rauf wrote:
>
>> Hi,
>> I attached full training text with forbidden_characters in it.
>> really both of number types will be used and I see two type numbers
>> written in books but Kurdish institute verified that Arabic numbers will be
>> used from now on. Persian numbers written by Iranian Kurds and Arabic
>> number used by Iraqi Kurds but as I said numbers in ckb should be
>> written by Arabic type, but we have to recognize two type in OCR.
>> just like two types of "ك" and "ک" that written in books but now we only
>> use "ک".
>> I think these similarities won't into problem after that we can correct
>> letters in a spell checker.
>> As I said before Arial and Tahoma fonts are the most used fonts books
>> written by.
>>
>>
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