thank you shree.
I am done with my retraining top layer training with a good accuracy rate.
but i wanted to know, how can find accuracy in terms of percentage ?
and can you please help how can i train handwritten pdf.
thank you very much for your help.


On Sat, Feb 1, 2020 at 12:33 PM Shree Devi Kumar <shreesh...@gmail.com>
wrote:

> lstmtraining \
>   --debug_interval -1 \
>   --traineddata data/modi/modi.traineddata \
>   --append_index 5 --net_spec "[Lfx128 O1c1]" \
>   --continue_from data/mar/modi.lstm \
>   --model_output data/modi/checkpoints/modiLayer \
>   --train_listfile data/modi/list.train \
>   --eval_listfile data/modi/list.eval \
>   --max_iterations 999999
>
> On Sat, Feb 1, 2020 at 11:33 AM manu pranay <pranaymanu3...@gmail.com>
> wrote:
>
>> 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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>
>
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>
> ____________________________________________________________
> भजन - कीर्तन - आरती @ http://bhajans.ramparivar.com
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