https://github.com/impactcentre/ocrevalUAtion
https://github.com/eddieantonio/ocreval https://github.com/tesseract-ocr/tesstrain/wiki/German-Konzilsprotokolle On Sat, Feb 1, 2020 at 4:31 PM manu pranay <[email protected]> wrote: > 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 <[email protected]> > 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 <[email protected]> >> 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 <[email protected]> >>> 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. >>>>> >>>>> >>>>> -- >>>> You received this message because you are subscribed to the Google >>>> Groups "tesseract-ocr" group. >>>> To unsubscribe from this group and stop receiving emails from it, send >>>> an email to [email protected]. >>>> To view this discussion on the web visit >>>> https://groups.google.com/d/msgid/tesseract-ocr/CAG2NduWm%3DXQaxBergf5-OUE-C8jB3u12dSOPUPchRZT4w21Z-g%40mail.gmail.com >>>> <https://groups.google.com/d/msgid/tesseract-ocr/CAG2NduWm%3DXQaxBergf5-OUE-C8jB3u12dSOPUPchRZT4w21Z-g%40mail.gmail.com?utm_medium=email&utm_source=footer> >>>> . >>>> >>> -- >>> You received this message because you are subscribed to the Google >>> Groups "tesseract-ocr" group. >>> To unsubscribe from this group and stop receiving emails from it, send >>> an email to [email protected]. >>> To view this discussion on the web visit >>> https://groups.google.com/d/msgid/tesseract-ocr/CAOt%3D%2B%3Dbip7ehaT3VWcSoHN4HX5eP8Lmoe7tgdPcYoBLywrbuEA%40mail.gmail.com >>> <https://groups.google.com/d/msgid/tesseract-ocr/CAOt%3D%2B%3Dbip7ehaT3VWcSoHN4HX5eP8Lmoe7tgdPcYoBLywrbuEA%40mail.gmail.com?utm_medium=email&utm_source=footer> >>> . >>> >> >> >> -- >> >> ____________________________________________________________ >> भजन - कीर्तन - आरती @ http://bhajans.ramparivar.com >> >> -- >> You received this message because you are subscribed to the Google Groups >> "tesseract-ocr" group. >> To unsubscribe from this group and stop receiving emails from it, send an >> email to [email protected]. >> To view this discussion on the web visit >> https://groups.google.com/d/msgid/tesseract-ocr/CAG2NduWACq5BRwR7JEyU0VUNB5U0ffKxzO5yi0zkPQpycOBBSA%40mail.gmail.com >> <https://groups.google.com/d/msgid/tesseract-ocr/CAG2NduWACq5BRwR7JEyU0VUNB5U0ffKxzO5yi0zkPQpycOBBSA%40mail.gmail.com?utm_medium=email&utm_source=footer> >> . >> > -- > You received this message because you are subscribed to the Google Groups > "tesseract-ocr" group. > To unsubscribe from this group and stop receiving emails from it, send an > email to [email protected]. > To view this discussion on the web visit > https://groups.google.com/d/msgid/tesseract-ocr/CAOt%3D%2B%3DaznSo5g%3D%3D4Wtkyifi63_pb1c1DwqHGRgx8zmS8nmwOuA%40mail.gmail.com > <https://groups.google.com/d/msgid/tesseract-ocr/CAOt%3D%2B%3DaznSo5g%3D%3D4Wtkyifi63_pb1c1DwqHGRgx8zmS8nmwOuA%40mail.gmail.com?utm_medium=email&utm_source=footer> > . > -- ____________________________________________________________ भजन - कीर्तन - आरती @ http://bhajans.ramparivar.com -- You received this message because you are subscribed to the Google Groups "tesseract-ocr" group. 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