Extract Text From Images in Python (OCR)

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  • Опубліковано 6 жов 2021
  • In this video we learn how to use OCR to extract text from images using Python and Tesseract.
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  • Наука та технологія

КОМЕНТАРІ • 96

  • @2ru2pacFan
    @2ru2pacFan 2 роки тому +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 місяці тому

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

  • @DhruvalBhinsara
    @DhruvalBhinsara 2 роки тому +2

    you always bring this awesome videos .

  • @StephenBeale
    @StephenBeale 7 місяців тому +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 Рік тому

    Thanks, nice example, good work.

  • @zackjennings4355
    @zackjennings4355 6 місяців тому +1

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

  • @otiopo7459
    @otiopo7459 2 роки тому +1

    I was looking for this

  • @eiskaffe4018
    @eiskaffe4018 Рік тому

    Thanks. Great video!

  • @ryanjcole
    @ryanjcole Рік тому

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

  • @mars-cs4uk
    @mars-cs4uk 2 роки тому +6

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

  • @desmondchia2013
    @desmondchia2013 Рік тому +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 роки тому +3

    Your videos are amazing

  • @szymonandrzejewski6087
    @szymonandrzejewski6087 4 місяці тому

    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 місяці тому +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 місяці тому

    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 місяців тому

    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 місяців тому

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

  • @foxii5573
    @foxii5573 Рік тому +5

    I never thought Nacho would teach me Python

  • @borisveselov8421
    @borisveselov8421 4 місяці тому

    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 місяці тому +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 місяці тому

      @@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 місяці тому

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

  • @chinagopireddyravuri4007
    @chinagopireddyravuri4007 Рік тому +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 місяців тому

    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 Рік тому

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

  • @saivivek5563
    @saivivek5563 2 роки тому

    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 Рік тому +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 Рік тому +1

      Screenshot screen, scan screenshot, store to file

  • @SD-rg5mj
    @SD-rg5mj 11 місяців тому

    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 роки тому +2

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

  • @KhalilYasser
    @KhalilYasser 2 роки тому +2

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

    • @NeuralNine
      @NeuralNine  2 роки тому +4

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

    • @Foxlaren
      @Foxlaren Рік тому

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

  • @kaitaojiang5839
    @kaitaojiang5839 Рік тому +24

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

    • @samajanjua9625
      @samajanjua9625 Рік тому +2

      Plzz share code

    • @coyoteden8111
      @coyoteden8111 Рік тому

      It's all about tesserocr

    • @aimalrafi7718
      @aimalrafi7718 4 місяці тому

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

  • @samuraigaming0
    @samuraigaming0 Рік тому

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

  • @vivekan97
    @vivekan97 2 роки тому +5

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

    • @kewalmishra7870
      @kewalmishra7870 2 роки тому

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

    • @abdulwajid6725
      @abdulwajid6725 Рік тому

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

    • @stefano8840
      @stefano8840 Рік тому

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

    • @honkersandslug8134
      @honkersandslug8134 8 місяців тому

      plz find one@@stefano8840

    • @ttgboi6734
      @ttgboi6734 7 місяців тому

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

  • @varraakhil9869
    @varraakhil9869 9 місяців тому

    Will this work for captcha images? can anyone please answer

  • @2862_AKASHDEEP
    @2862_AKASHDEEP Місяць тому

    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 Місяць тому

      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 місяців тому

    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 Рік тому

    👍👍👍

  • @joswadsouza8362
    @joswadsouza8362 2 роки тому +1

    Second 🔥🔥🔥best project

  • @philtoa334
    @philtoa334 Рік тому

    Thx_.

  • @shepherdchitedze6169
    @shepherdchitedze6169 2 роки тому

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

    • @Black-wj1tu
      @Black-wj1tu 4 місяці тому

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

  • @hamyaff7321
    @hamyaff7321 2 роки тому

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

  • @shashidhardevraj
    @shashidhardevraj 9 місяців тому

    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 місяців тому +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 Рік тому

    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 роки тому

    How would I go about it using a MacBook ?

    • @axscs1178
      @axscs1178 2 роки тому +1

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

  • @DrU387
    @DrU387 3 місяці тому

    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 місяці тому

      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 місяці тому

      @@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 місяців тому

    How to create txt extractor bot please help ❤❤

  • @danielniels22
    @danielniels22 2 роки тому

    hello i wanna ask please...

  • @poojabhandari631
    @poojabhandari631 Рік тому

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

    • @rayanibrahimbenatallah7278
      @rayanibrahimbenatallah7278 Рік тому

      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 місяці 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.

    • @llmll6447
      @llmll6447 2 місяці тому

      I am working on the same project as u

    • @llmll6447
      @llmll6447 2 місяці тому

      Did u find anything ?

    • @hemantchauhan6437
      @hemantchauhan6437 2 місяці тому

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

  • @JuanDelaCruz-uq1vt
    @JuanDelaCruz-uq1vt 3 місяці тому +3

    Not for everyone. Too complex.

  • @CoolBoy_Official
    @CoolBoy_Official 11 місяців тому

    21:04

  • @Who_____Am_____i
    @Who_____Am_____i Рік тому

    how to protect text from ocr scanning ?? 😢😢

    • @cavalfou
      @cavalfou Рік тому

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

    • @Who_____Am_____i
      @Who_____Am_____i Рік тому

      @@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 Рік тому

    seems like Pipboy is not impossiible

  • @bhavyamverma70
    @bhavyamverma70 2 роки тому +2

    First

  • @METHUPETERMACHARIA
    @METHUPETERMACHARIA Рік тому

    you look a little bit like joel kinnaman

  • @ahmedgamberli2250
    @ahmedgamberli2250 2 роки тому

    Forth

    • @NeuralNine
      @NeuralNine  2 роки тому +1

      Forth or fourth? 👀

    • @ahmedgamberli2250
      @ahmedgamberli2250 2 роки тому

      @@NeuralNine Was ihre Meinung?

    • @thomasgoodwin2648
      @thomasgoodwin2648 2 роки тому +1

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

  • @PurpleSspoookies
    @PurpleSspoookies Рік тому

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

  • @aminachak1498
    @aminachak1498 11 місяців тому

    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