Text recognition (OCR) with Tesseract and Python

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  • Опубліковано 4 гру 2024

КОМЕНТАРІ • 80

  • @pysource-com
    @pysource-com  2 місяці тому

    🔥Learn how to build your own AI vision solutions: pysource.com/community

  • @ForMyOwn_1
    @ForMyOwn_1 Рік тому

    It was very informative and helpful lesson. Thanks

  • @michaelchung9119
    @michaelchung9119 4 роки тому +2

    This is a really good tutorial. Thank you

  • @wimr.9672
    @wimr.9672 2 роки тому

    thanks for the tut! Helped me a lot

  • @Benm2793
    @Benm2793 4 роки тому

    Adaptive threshold is a great tip. Thanks!

  • @ryanmoye9189
    @ryanmoye9189 4 роки тому +4

    One issue with the Chinese text is that the first two characters are in traditional Chinese and the second two characters are the simplified. So the first time you ran it and it gave you 汉语,汉语 was correct as it converted the traditional into simplified because you used chi_sim.

  • @elieferland8561
    @elieferland8561 3 роки тому +4

    Thank you for all your good tutorials! Could you make a video on natural scene text detection using opencv and EAST one day??

  • @chakrabmonoj
    @chakrabmonoj 3 роки тому

    Hi - thanks for the excellent tutorial. This really helps a lot. While running your code on the image that I have extracted from my PDF document, instead of printing the text in the image file, it is spitting out some texts as below :
    code :
    image =cv2.imread("page-12.png")
    cv2.waitKey(0)
    Output :
    -1
    code :
    text = pytesseract.image_to_string(image)
    Print(text)
    output :
    DF Metadata Extraction with Python

    file = PyPDr2
    xnp = pdf_file.getimphetadatal
    dict = 0
    4 in mp methods
    xnp_dict (i)
    xnp_dict (i)
    pp.pprint xmp dict)

    anytestringobject if pyPDr2 is unable to decode the string (Fenniak, 2016b). Putting
    these two methods together yields a custom function that can be used to extract document
    information dictionary metadata from PDF files (sce

    igure 9). The resulting

    DocumentInformation object which generated by the custom get_doc_info()
    function contains a dictionary with five key:value pairs (see Figure 10). This extracted data
    ‘matches the raw metadata located in the Document Information Dictionary abject located

    at 208 0 obj inthe file (see Figure 3).
    (© 2019 The SANS institute Author retains ful ight
    Am I getting something wrong? Unfortunately I am unable to show you how the input looks.
    Any help much appreciated.

    • @chakrabmonoj
      @chakrabmonoj 3 роки тому

      Hi...I ran your code again and it is working. So you may ignore the above comment. The problem is my file has a dark background and so with the values that you have shown for adjusted threshold do not seem to be converting the background to white and the print(text) is still not showing the text embedded within the picture.
      My picture file is PNG - will that require a different adjustment to your code and the threshold values?
      Thanks - really appreciate

  • @marwen2594
    @marwen2594 4 роки тому +5

    thanks for the tutorial
    i have question please , can tesseract ocr detect handwriting
    if so can you make another tutorial about that

  • @ahmedhelal920
    @ahmedhelal920 3 роки тому

    Very good introduction to ocr . thanks 😊

  • @davidralte4572
    @davidralte4572 3 роки тому

    Thank you for Your help, May God Bles You.

    • @sauravsinha677
      @sauravsinha677 Рік тому

      Will you tell how we can get this data in csv format

  • @RapidView
    @RapidView 4 роки тому +2

    Tnx a lot. What would be the processing when u get dynamic images.

  • @heinhane
    @heinhane 4 роки тому

    This is very helpful .
    Tanks

  • @bibhutirajansingh
    @bibhutirajansingh 3 роки тому +2

    Can a multi-page PDF be OCRed this way?

  • @marienoellevandervlugt9183
    @marienoellevandervlugt9183 4 роки тому

    I love tour tuto, i'am trench, englich it's difficile. But i want learn python

  • @ok-kp5jn
    @ok-kp5jn 4 роки тому

    Great content!!

  • @maloukemallouke9735
    @maloukemallouke9735 4 роки тому +1

    Thank you for sharing,
    I am wondering if OCR it's a heavy process to find digits on large images?

    • @AI_CANISTER
      @AI_CANISTER 4 роки тому

      its simple, to get only digits in a large image,,
      config = r'--oem 3 --psm 6 outputbase digits'
      digitd = pytesseract.image_to_data(img, config)
      when you print digits you get only digits

    • @maloukemallouke9735
      @maloukemallouke9735 4 роки тому

      @@AI_CANISTER thanks but i already tested not work

  • @len5204
    @len5204 3 роки тому

    Hi, thanks for the tutorial. But i was wondering how it will be if there's gonna be an upload photo feature. So we dont have to change the image filename to be used everytime. Is it possible?

  • @eksimedya4659
    @eksimedya4659 4 роки тому

    Danke schön mein bruder

  • @juanpajaro4084
    @juanpajaro4084 4 роки тому

    Gracias amigo, me resolviste muchas dudas.

  • @hemantchauhan6437
    @hemantchauhan6437 8 місяців тому

    NEED HELP! I am making a website where user can upload a pdf but I want that pdf to upload only if that pdf has images of only HANDWRITTEN text. Thank you for reading.

  • @r-beanmondy6203
    @r-beanmondy6203 3 роки тому

    if I wanna use it on live video which part that I should change for my code?

  • @andreadotta6653
    @andreadotta6653 4 роки тому

    Hi Sergio,
    Thanks for the video! I've a question. Can you have something ideas to convert raster images in vector images (es. jpg to svg)?

  • @firegames2741
    @firegames2741 4 роки тому

    Thank for such a useful video.
    I need help from you, can you convert captcha file to text. I'm trying, but not converting properly.

  • @tushargawade2045
    @tushargawade2045 4 роки тому

    really Great !!! and helpful.
    if we train our model using cnn , will it increase accuracy?

  • @dukeofminecraft
    @dukeofminecraft 3 роки тому

    can you train pytesseract on handwriting data and return the string data ?

  • @dimitheodoro
    @dimitheodoro 4 роки тому

    Thanx alot!!!

  • @vinsmokearifka
    @vinsmokearifka 3 роки тому

    thank you. how to get only title?

  • @thesupremeeagle2146
    @thesupremeeagle2146 4 роки тому

    Do you have another way to use tesseract. I want to turn my programme into executable for people who want to download it, but to make it work they need this tesseract-ocr file. So i put it into the download file but the tesseract file is too heavy ! I dont want to make my programme at 1GO because of tesseract ! Please help :c

  • @sauravsinha677
    @sauravsinha677 Рік тому

    How can we save the output in csv format please

  • @kascesar
    @kascesar 4 роки тому

    hello, im looking for a rcnn for this task, do u know a nice one for this task ?

  • @ashishzarekar9599
    @ashishzarekar9599 4 роки тому

    could you please help on how to implement for scanned and digital pdf?

  • @gowthamns8228
    @gowthamns8228 4 роки тому

    Wow very good, but the problem is "If the text is very clear and crisp its is showing output correctly", But I want to know if the image has multiple data not only text for example "bills, taken calendar photo or any kind of images", How to print the string from that, I tried my self it's not printing anything, Any idea for this?

    • @AI_CANISTER
      @AI_CANISTER 4 роки тому

      it can detect digits since date is mostly in digits i think it will work well.
      config = r'--oem 3 --psm 6 outputbase digits'
      digitd = pytesseract.image_to_data(img, config)
      when you print digits you get only digits

  • @LuisGarcia-tb9po
    @LuisGarcia-tb9po 3 роки тому

    Tesseract has been adding arrows to each each cell in my excel spreadsheets, anyone know why that might be? It recognizes every word and number correctly but adds some kind of ‘illegal” character code that is excel displays as arrows then boxes with a question mark inside

  • @jay4866
    @jay4866 9 місяців тому

    Hi can you do the same thing using reberry pi or Arduino.

  • @NicolaMastrandrea
    @NicolaMastrandrea 4 роки тому

    Grazie 😊

  • @lakshmitejaswi7832
    @lakshmitejaswi7832 4 роки тому

    Make a video on how to build custom ocr

  • @rajeevkalaskar6373
    @rajeevkalaskar6373 3 роки тому

    I want to make a desktop application for this. how can I do it. Need help 🆘

    • @pysource-com
      @pysource-com  3 роки тому

      For commercial projects/consulting services you can contact me here: pysource.com/services

  • @gawaderajesh
    @gawaderajesh 4 роки тому

    I am gettng below error... Please help
    raise TesseractError(proc.returncode, get_errors(error_string))
    pytesseract.pytesseract.TesseractError: (1, 'Error opening data file C:\\Program Files\\Tesseract-OCR/tessdata/chi_sim.traineddata Please make sure the TESSDATA_PREFIX environment variable is set to your "tessdata" directory. Failed loading language \'chi_sim\' Tesseract couldn\'t load any languages! Could not initialize tesseract.')

  • @revudevendraswamy6632
    @revudevendraswamy6632 4 роки тому

    Is it work for handwritten data ??

  • @nikolaydd6219
    @nikolaydd6219 4 роки тому

    Thanks

  • @sauravsinha677
    @sauravsinha677 Рік тому

    Can we save to Csv format

  • @senpaikun5947
    @senpaikun5947 3 роки тому

    hey... im not able to print that chinese letters in my output... can asome one help me oue plz

  • @luismata4086
    @luismata4086 4 роки тому

    How can I make than the algoritm recognize Latex language? ---> pytesseract.image_to_string(img, lang = '?') . What have to use for the parameter "lang"?

  • @aichamahfoudh2451
    @aichamahfoudh2451 3 роки тому

    How can we use this on google colab?

  • @sarthakgarg6531
    @sarthakgarg6531 4 роки тому

    how we can read different font like it the image has italic font so how can we do that ?

    • @AI_CANISTER
      @AI_CANISTER 4 роки тому

      I've tried the same method and it worked, I'm sure it will work for you too

  • @opendllmaster5125
    @opendllmaster5125 2 роки тому

    Isn't it possible to train Tesseract to improve the reading?

  • @towhidurrahman8202
    @towhidurrahman8202 4 роки тому

    is this possible for number plate recognition form this code ? and the language in bengal

    • @AI_CANISTER
      @AI_CANISTER 4 роки тому

      It can't recognize number plate but it can extract the digits and alphabet after detecting the number plate with a different method

  • @riyajagtap5006
    @riyajagtap5006 Рік тому

    CAN IT WORK FOR 7 SEGMENT LED

  • @abdelrhmanshokr7546
    @abdelrhmanshokr7546 3 роки тому

    this helped a lot but still there is a date value that it doesn't seem to get it I don't know why to be honest

  • @عبدالكريمعبدالكريم-ذ8ن

    Please sir lang arbic text = pytesseract.image_to_string(adaptive_threshold, config=config, lang "arbic" )
    ARB OR AR OR What ???

  • @lukmanchaiyarab1451
    @lukmanchaiyarab1451 4 роки тому

    can you please show digit recognition ;thank in advance

    • @AI_CANISTER
      @AI_CANISTER 4 роки тому +1

      config = r'--oem 3 --psm 6 outputbase digits'
      digitd = pytesseract.image_to_data(img, config)
      when you print digits you get only digits

  • @AKKJ420
    @AKKJ420 3 роки тому

    Do an ANPR mate

  • @AneleMbabela
    @AneleMbabela 4 роки тому

    Instructions and source code link is broken.

    • @pysource-com
      @pysource-com  4 роки тому +2

      I've just fixed it, thanks for pointing that out

    • @AneleMbabela
      @AneleMbabela 4 роки тому +1

      @@pysource-com Thanks for the work you've been putting out. Its really making a difference. God bless you, brother..

  • @ankursoni8060
    @ankursoni8060 3 роки тому

    How to detect a text from a particular co-ordinate of an image?

    • @pysource-com
      @pysource-com  3 роки тому

      First you need to cut that region. Check my youtube videos "Crop images" and you'll know hot to d that.
      once you did cut the portion, you can parse that one to the OCR

  • @rohitnara6738
    @rohitnara6738 4 роки тому

    cv2.imread("img.gif") is not working how can we read text from .gif file type please tell

  • @nuwanthajayasinghe115
    @nuwanthajayasinghe115 4 роки тому

    I installed tesseract and try to work in vscode.But when programming python from vscode, tesseract could not be imported into vscode.Can you tell me how to import tesseract to the vscode??

    • @jeffu73
      @jeffu73 3 роки тому

      what is he using vscode or?

  • @jeffu73
    @jeffu73 3 роки тому

    For me, the image is not getting recognized.

    • @raquelcosta2730
      @raquelcosta2730 3 роки тому

      same for me :(, i have tried different clear images and it's not working. Any tips?

  • @NoamHarel-Google-Is-The-Best
    @NoamHarel-Google-Is-The-Best 4 роки тому

    need some help.. it's wirte this line...
    You need configured Python 2 SDK to render Epydoc docstrings
    thanks a lot

  • @Terminator-lx5jx
    @Terminator-lx5jx 3 роки тому

    You didnt solve the text though after pre processing

  • @kisamesafe
    @kisamesafe 3 роки тому

    it could be shorter

  • @jasonlo3429
    @jasonlo3429 4 роки тому

    The Chinese words are traditional and not simplified. Change the language to chi_tra and it should work better

  • @sauravsinha677
    @sauravsinha677 Рік тому

    How can we get this data into csv format