Extract Text From Images in Python (OCR)

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  • Опубликовано: 6 окт 2021
  • In this video we learn how to use OCR to extract text from images using Python and Tesseract.
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Комментарии • 96

  • @2ru2pacFan
    @2ru2pacFan 2 года назад +9

    Thank you dude! Exactly what I was looking for! Suggestion, do you think you can make a video on Google Drive and Python?

  • @mishudhar3746
    @mishudhar3746 3 месяца назад

    Your video helped a lot than university. Thank you so much. I can't express how much it helped.

  • @DhruvalBhinsara
    @DhruvalBhinsara 2 года назад +2

    you always bring this awesome videos .

  • @StephenBeale
    @StephenBeale 7 месяцев назад +18

    Page segmentation modes:
    O Orientation and script detection (OSD) only
    1 Automatic page segmentation with OSD. ‘
    2 Automatic page segmentation, but no OSD, or OCR.
    3 Fully automatic page segmentation, but no OSD. (Default)
    4 Assume a single column of text of variable sizes.
    5 Assume a single uniform block of vertically aligned text.
    6 Assume a single uniform block of textJ
    7 Treat the image as a single text line.
    8 Treat the image as a single word.
    9 Treat the image as a single word in a circle.
    10 Treat the image as a single character.
    11 Sparse text. Find as much text as possible in no particular order.
    12 Sparse text with OSD.
    13 Raw line. Treat the image as a single text line, bypassing hacks that are Tesseract-specific.

  • @arek7198
    @arek7198 Год назад

    Thanks, nice example, good work.

  • @zackjennings4355
    @zackjennings4355 6 месяцев назад +1

    do you have any videos on training tesseract to better recognize say a different font?

  • @otiopo7459
    @otiopo7459 2 года назад +1

    I was looking for this

  • @eiskaffe4018
    @eiskaffe4018 Год назад

    Thanks. Great video!

  • @ryanjcole
    @ryanjcole Год назад

    Hey mate- -- any chance these files might be in a repo somewhere for reference?

  • @mars-cs4uk
    @mars-cs4uk 2 года назад +6

    Awesome video. It would be nice if we can use the phone to do the same photo to text conversion.

  • @desmondchia2013
    @desmondchia2013 Год назад +4

    hi, the cv2.fucntion was highlighted and cannot run. no errors either. import cv2 done. opencv-python installed....all done. how to resolve?

  • @MananGandhi
    @MananGandhi 2 года назад +3

    Your videos are amazing

  • @szymonandrzejewski6087
    @szymonandrzejewski6087 4 месяца назад

    Can I put this kind of a program on the web server, get data from webhooks, process them with OpenCV + Tesseract, and then send processed data back to the input server?
    Actually I mean if the tesseract and whole program can work on server environment?

  • @MedoHamdani
    @MedoHamdani 2 месяца назад +2

    Is it possible to export it into an online document automatically, then it get checked by A.I to detect any mistakes or misspelling words, so the user can automatically and quickly fix them up one by one, by jumping from one word to another.
    Would this work on manuscripts such as Arabic language, and is there a way to train the machine to recognise the characters of Arabic including Tashkeel.
    Thanks

  • @matheus.tecchio
    @matheus.tecchio 4 месяца назад

    Can I use that to read numerical values? I'm creating a project that I can read every day my energy usage with a camera

  • @ammadkhan4687
    @ammadkhan4687 5 месяцев назад

    Hi, do you have any video on Azure Function App using Python as a Scripting Language to run the python script in Azure Function app?

  • @kapilbhatia1012
    @kapilbhatia1012 10 месяцев назад

    hi there. awesome video. i wanted to ask that if i want particular data only from an image is it possible?

  • @foxii5573
    @foxii5573 Год назад +5

    I never thought Nacho would teach me Python

  • @borisveselov8421
    @borisveselov8421 4 месяца назад

    Thank you for your tutorials!
    I have a question: what would be the best way to extract a specific information, such as invoice number or purchase order number. Let’s say there are many different vendors, maybe over 100 vendors. And every vendor has invoice number in different parts of the document. What technique would be used to perform this kind of ocr?

    • @NeuralNine
      @NeuralNine  4 месяца назад +1

      That's quite difficult. I don't think there is a very simple solution to this. But one idea is to use regular expressions if you know the format of the numbers for each vendor.

    • @borisveselov8421
      @borisveselov8421 4 месяца назад

      @@NeuralNine thank you. I agree that regex is a decent way to achieve this. What do you think about creating a template for each vendor?

  • @danielrichard6894
    @danielrichard6894 2 месяца назад

    Am running tbe code in jupyter Notebook but am having insure installing the different packages like tesseract

  • @chinagopireddyravuri4007
    @chinagopireddyravuri4007 Год назад +1

    I need a help from you. I think you know ICR right (INTELLIGENT CHARACTER RECOGNITION) . We are trying to implement that in deep learning.
    But we don't have segmentation for image.
    Our algorithm is good for normal hand writting but cursive handwriting which is having high storks.
    Please help me out for word segmentation brother,
    Thankyou, hope you will help me.

  • @anilsharma32g
    @anilsharma32g 7 месяцев назад

    Dear Sir, I am your Subscriber
    I want to create a tool that finds text errors in the image.
    For Example:
    I forgot to write CONTACT US, BUY NOW, CONTACT NUMBER, SPELLING MISTAKE, etc... in my social media post.
    that the tool finds error and suggests what are missing or what is incorrect in social media post.
    🙏 Please guide me and suggest what course I need to buy or what I need to learn to create this tool
    Thank you

  • @viviannjuguna3127
    @viviannjuguna3127 Год назад

    wish to test this code on my localhost,where can i find it?

  • @saivivek5563
    @saivivek5563 2 года назад

    Bro please post a video that extract tabular data from image and pdf except using tabula, camelot,table -ocr,... All libraries I used none of them are working plzzz..

  • @Than_31
    @Than_31 Год назад +4

    how do you make it extract text from what is currently on ur screen? and store it in a variable which changes each time because each time whats stored on ur screen is different

    • @daveg3651
      @daveg3651 Год назад +1

      Screenshot screen, scan screenshot, store to file

  • @SD-rg5mj
    @SD-rg5mj 11 месяцев назад

    hello could you advise me an artificial intelligence, I have photos of jewelry and I would like this one to give me the description in SEO and then the generated text goes directly into a Google sheet
    anyway thank you very much for your videos

  • @invinciblenoman
    @invinciblenoman 2 года назад +2

    I am facing this error. Anyone Can help me? PermissionError: [WinError 5] Access is denied

  • @KhalilYasser
    @KhalilYasser 2 года назад +2

    Awesome. Thanks a lot. Can you share the code as I am lost at some point?

    • @NeuralNine
      @NeuralNine  2 года назад +4

      I don't share code for small tutorials. I explain why in my Q&A.

    • @Foxlaren
      @Foxlaren Год назад

      @@NeuralNine can u help me continue this project by exporting to csv file.

  • @kaitaojiang5839
    @kaitaojiang5839 Год назад +24

    According to my tests, PaddleOCR works better than tesseract in most scenes.

    • @samajanjua9625
      @samajanjua9625 Год назад +2

      Plzz share code

    • @coyoteden8111
      @coyoteden8111 Год назад

      It's all about tesserocr

    • @aimalrafi7718
      @aimalrafi7718 4 месяца назад

      im looking for library that can take cursive writing to readable writing. Do you think paddleocr can do the job

  • @samuraigaming0
    @samuraigaming0 Год назад

    tesseract thinks 7 is 1 for me, is there anything i can do, its also not so good at detecting dots

  • @vivekan97
    @vivekan97 2 года назад +5

    Nice tutorial. Can you post a Tutorial on how to extract tabular data in OCR Python

    • @kewalmishra7870
      @kewalmishra7870 2 года назад

      Hi did you find any solution for tabular data extraction using ocr?

    • @abdulwajid6725
      @abdulwajid6725 Год назад

      Hi did you find any solution for tabular data extraction using ocr?

    • @stefano8840
      @stefano8840 Год назад

      Hi did you find any solution for tabular data extraction using ocr?

    • @honkersandslug8134
      @honkersandslug8134 8 месяцев назад

      plz find one@@stefano8840

    • @ttgboi6734
      @ttgboi6734 7 месяцев назад

      Hi did you find any solution for tabular data extraction using ocr?

  • @varraakhil9869
    @varraakhil9869 9 месяцев назад

    Will this work for captcha images? can anyone please answer

  • @2862_AKASHDEEP
    @2862_AKASHDEEP Месяц назад

    Please tell me if I use what I learn in this video in any commercial app of my own, is it legal? I am in 1st year of college and need to know these rules

    • @sujanmuppavarapu8281
      @sujanmuppavarapu8281 Месяц назад

      Why would you think its illegal. Its an open source repo of course its legal. My suggestion learn any tech stack and implement it and deploy

  • @kaleblub
    @kaleblub 11 месяцев назад

    I am getting into Django development, so I'm a little new to that, but do you think it's possible to run this feature on a Django site? It should be possible right? Basically anything python can do, just on the web..

  • @05464810005
    @05464810005 Год назад

    👍👍👍

  • @joswadsouza8362
    @joswadsouza8362 2 года назад +1

    Second 🔥🔥🔥best project

  • @philtoa334
    @philtoa334 Год назад

    Thx_.

  • @shepherdchitedze6169
    @shepherdchitedze6169 2 года назад

    I am looking for something like this but which scans passport mrz

    • @Black-wj1tu
      @Black-wj1tu 4 месяца назад

      If you found sth send help please I’m stuck :(

  • @hamyaff7321
    @hamyaff7321 2 года назад

    How to extract pixels for a TIFF image and be white and black and they do inside his matrix use Python

  • @shashidhardevraj
    @shashidhardevraj 9 месяцев назад

    I am working handwritten text extraction from the image which is non english. I tried using tesseract for extract. but the accuracy is very poor. Could any one please let me know if there is any lib available for extraction?

    • @user-tc6mr1fy3z
      @user-tc6mr1fy3z 7 месяцев назад +1

      no there is not , I have the same problem , I have tried many packages none of them is advanced enough to detect handwritten text until it is written in very clear handwriting.

  • @gpulogic1260
    @gpulogic1260 Год назад

    OK followed that and used a very CLEAR input image and VERY VERY VERY clear human readable font. Tesseract in all its paramaters totally face plants. It totally totally fails it is so bad!

  • @sulekha3771
    @sulekha3771 2 года назад

    How would I go about it using a MacBook ?

    • @axscs1178
      @axscs1178 2 года назад +1

      You can use a jupyter Notebook and use pytesserect, similar to what he does at 02:58

  • @DrU387
    @DrU387 3 месяца назад

    Can anyone tell me why someone use python or paddle or these things that require coding and does not use a ocr program like pdf element or pdf acrobat or any online ocr , why i use coding thing ???

    • @abhimonarch9596
      @abhimonarch9596 3 месяца назад

      first of all it is free and let u automate task the only reason to use ocr....i have to say after extraction of 1000 images each image data i want to properly arrange in excel too. So python helps a lot working with ocr

    • @DrU387
      @DrU387 3 месяца назад

      @@abhimonarch9596
      I have a lot of scanned images maybe reach 10000 images and the number will inceease i want to convert all of that to microsoft word files with the same original formatting and tables and pictures all that i want to keep it ,can you tell me the best way to do that ?

  • @bhojpurishorts2109
    @bhojpurishorts2109 11 месяцев назад

    How to create txt extractor bot please help ❤❤

  • @danielniels22
    @danielniels22 2 года назад

    hello i wanna ask please...

  • @poojabhandari631
    @poojabhandari631 Год назад

    i want to convert pdf to excel ....how i can do

    • @rayanibrahimbenatallah7278
      @rayanibrahimbenatallah7278 Год назад

      to a csv file, u need to extract the text first, then save the string in a file, and u can read the file with pandas and give it the separator.

  • @hemantchauhan6437
    @hemantchauhan6437 3 месяца назад

    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.

    • @llmll6447
      @llmll6447 2 месяца назад

      I am working on the same project as u

    • @llmll6447
      @llmll6447 2 месяца назад

      Did u find anything ?

    • @hemantchauhan6437
      @hemantchauhan6437 2 месяца назад

      Nope🥲..Please let me know if you find anything

  • @JuanDelaCruz-uq1vt
    @JuanDelaCruz-uq1vt 3 месяца назад +3

    Not for everyone. Too complex.

  • @CoolBoy_Official
    @CoolBoy_Official 11 месяцев назад

    21:04

  • @Who_____Am_____i
    @Who_____Am_____i Год назад

    how to protect text from ocr scanning ?? 😢😢

    • @cavalfou
      @cavalfou Год назад

      make bad looking text, write it by hand ? do weird letters XD

    • @Who_____Am_____i
      @Who_____Am_____i Год назад

      @@cavalfou No brother its not written by hand.... i am doing legal drafting work.... some people ask me for pdf or JPEG files for drafting chekout...... now days someone know about ocr scanning and so many apps... i dont want to copy my drafting work so.....

  • @manlawan
    @manlawan Год назад

    seems like Pipboy is not impossiible

  • @bhavyamverma70
    @bhavyamverma70 2 года назад +2

    First

  • @METHUPETERMACHARIA
    @METHUPETERMACHARIA Год назад

    you look a little bit like joel kinnaman

  • @ahmedgamberli2250
    @ahmedgamberli2250 2 года назад

    Forth

    • @NeuralNine
      @NeuralNine  2 года назад +1

      Forth or fourth? 👀

    • @ahmedgamberli2250
      @ahmedgamberli2250 2 года назад

      @@NeuralNine Was ihre Meinung?

    • @thomasgoodwin2648
      @thomasgoodwin2648 2 года назад +1

      Forth was an intriguing language imho. I can understand why it ultimately failed, but it still had some cool ideas.

  • @PurpleSspoookies
    @PurpleSspoookies Год назад

    lol not for the amateurs. why are all coders terrible teachers

  • @aminachak1498
    @aminachak1498 11 месяцев назад

    hey
    i have an image that contains persian numbers. i want to reed those numbers. the ocr didnt helped me so much. but i have an idea. what if i could use "opencv" and give it a set of persian numbers and signs that the image contains then match number digit by digit. numbers are big >99,999.999