Optical Character Recognition with EasyOCR and Python | OCR PyTorch

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  • เผยแพร่เมื่อ 2 ก.พ. 2025

ความคิดเห็น • 217

  • @joefreundt
    @joefreundt 3 ปีที่แล้ว +12

    Works like a charm for my project! So easy to use and with much better results that pyocr and other off-line ocr libraries. Thank you!

  • @philippemarquis2727
    @philippemarquis2727 3 ปีที่แล้ว +4

    Awesome! Seriously it's my first time on your channel, and for sure not the last! Right to the point, and everything is working so good.
    I liked, I subscribed, I won over my problem! :-)

  • @sreeananthakannan
    @sreeananthakannan 3 ปีที่แล้ว +2

    The easiest way to read text........ awesome tutorial..........

  • @ibrahimfadhili6621
    @ibrahimfadhili6621 6 หลายเดือนก่อน

    Nicho with a moustache... that's a first for me 😁😁😁😁😁 The content is lit tbh

  • @aellijon
    @aellijon 2 ปีที่แล้ว +1

    what if i have a lot of dataset images?

    • @NicholasRenotte
      @NicholasRenotte  2 ปีที่แล้ว

      Could try looping through them, would likely need some post processing or preprocessing to get clean results however!

    • @aellijon
      @aellijon 2 ปีที่แล้ว +1

      @@NicholasRenotte can you make a tutorial , with datasetsss plss 😭

  • @LucasPinheiroV8
    @LucasPinheiroV8 ปีที่แล้ว +1

    Your video is great! Easy. I just have a difficulty when I installed the OCR because the Pillow version 10.0.0 descontinued the "ANTIALIAS" method. I needed to make a little change in the easyOCR lib to make it work. Thank you, man!

  • @Sahil75-12
    @Sahil75-12 2 ปีที่แล้ว +4

    Cannot install torch module always getting error Could not find a version that satisfies the requirement torch (from versions: none) and No matching distribution found for torch

  • @Petrusse468
    @Petrusse468 3 ปีที่แล้ว +3

    Thank you so much for sharing ! Great vidéo!!

  • @robertcenusa8636
    @robertcenusa8636 2 ปีที่แล้ว +1

    This method works also for scanned pdfs or only images?
    Great video! 👍

  • @atifasadkhan
    @atifasadkhan 4 ปีที่แล้ว +2

    Oh man you got a good list of videos

    • @NicholasRenotte
      @NicholasRenotte  4 ปีที่แล้ว +1

      Thanks @Atif, right now there's 213 videos on the schedule planned!!

    • @NicholasRenotte
      @NicholasRenotte  4 ปีที่แล้ว +1

      Well @@remedytee, I try to start off simple and easy to understand so we can dive into more hardcore examples like this: th-cam.com/video/NApYP_5wlKY/w-d-xo.html

  • @alexanderfilippou5501
    @alexanderfilippou5501 2 ปีที่แล้ว

    Amazing as always mate.

  • @okopyl
    @okopyl ปีที่แล้ว

    What is the best model for ocr which gives text this format: input - output - (not characted by character)?
    Ideally:
    - No bboxes
    - No additional input text
    - Fast
    - Accurate
    - Ideally easy to fine-tune with a dataset sample in an instruction
    - No need to specify boxes in a dataset for training

  • @aytekors741
    @aytekors741 2 ปีที่แล้ว +2

    Is there any library to do the similar thing for a pdf file which has multiple pages?

  • @vikashchand.
    @vikashchand. 4 ปีที่แล้ว +2

    Cool Movember look! 🖖😂

    • @NicholasRenotte
      @NicholasRenotte  4 ปีที่แล้ว +2

      🤣thanks @Vikash, it's getting there, slowly evolving from seedy mo to full blown 'stache.

  • @thevivek1408
    @thevivek1408 3 ปีที่แล้ว +2

    Thanks for the tutorial! Mind if I ask your computer specs? The detection was blazing fast for you and that too using only CPU?!
    It takes at least 15-20 seconds on my laptop, and I'm wondering how I should speed up the detection because I plan to use it on a video, so I will end up passing every frame to easyocr.

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว +1

      Here you go, fastest way to speed it up would be to use a GPU.
      CPU: AMD Ryzen 7 3700X Wraith Prism
      GPU: Gigabyte GeForce RTX 2070 Super Windforce OC 8GB
      Motherboard: MSI MAG B550 Tomahawk
      RAM: Team T-Force Dark Z 32GB (2x16GB) 3200MHz CL16 DDR4
      SSD: Kingston A400 2.5in SATA SSD 240GB

    • @Adx5344
      @Adx5344 3 ปีที่แล้ว

      Hello,
      Don't use the ocr on every single frame,
      Choose the frames where the needed information is and apply the ocr.
      I used this way, and is way easier to run on my poor machine.

  • @darmandransivapathasundram5380
    @darmandransivapathasundram5380 ปีที่แล้ว

    this was very useful, thank you.
    Is there a guide on EacyOcr fine tunning to improve the accuracy?

  • @Anarky35
    @Anarky35 ปีที่แล้ว

    Thanks great vid. Can I use easyocr to decode scanned pdfs with multiple pages?

  • @khoahuynh2809
    @khoahuynh2809 2 ปีที่แล้ว +2

    Many thanks for your video. I have a simple questions. Can you teach how we can use another detection model for easyOCR instead of using default detection model (craft). Thank you very much !!!

  • @dharmagurram958
    @dharmagurram958 3 ปีที่แล้ว +3

    First of all Thank you very much for sharing the great content. If I want to complete this task within a less time (even though it may not be much accurate), are there any other alternative available ? (As implementing this is in a realtime project expects to complete in less time.)

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว

      Yah, I've got a real time example now, check out ANPR vid on the channel :)

  • @hassanalhalabi7563
    @hassanalhalabi7563 3 ปีที่แล้ว +2

    Hey, thank u for the nice video, is it possible for EasyOCR to deal with rotated Texts in Images by various degrees? or is there any Code to automatically correct the Orientation of the Images to read out the Text?

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว

      I believe it finds this hard. You can change the scanning pattern but dealing with unaligned text will be difficult.

  • @kmashal2
    @kmashal2 3 ปีที่แล้ว +2

    for some reason the for loop does not work for me, it only show the last item in the list ??

  • @Jonas.Filipe
    @Jonas.Filipe 3 ปีที่แล้ว

    Amazing video!
    Thanks!

  • @m__link6499
    @m__link6499 3 ปีที่แล้ว

    Nicolas your work is great! Is it possible to realize the same thing in react native? wich framework or library could you advice for that. Also, if I only want to extract for instance a date in the document that I capture, instead of all the text, is it possible ? thank you for your replying. Gos bless you!

  • @aloksheth7477
    @aloksheth7477 3 ปีที่แล้ว +1

    Thanks for sharing. Really nice.

  • @onetrickguy7359
    @onetrickguy7359 3 ปีที่แล้ว +3

    I have a very complex question. How do you make it commit certain actions if a certain text is read? Like a If/And statement. EG: If it reads "Clear" in the text and "New", how do I make it preform an action to the "New". I'm mainly asking for Lua but I'm pretty sure Lua and Python are relatively similar. If you could answer it would be a big help Thanks

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว +3

      Heya @OneTrick Guy, you could apply the logic as you would for most logic gates. E.g. In this case you would loop through each word
      for word in result:
      if word=='New":
      #trigger what you need here

  • @LIMYEOWCHYE
    @LIMYEOWCHYE 3 ปีที่แล้ว +2

    Hi for my case, im trying to detect the vehicle plates and i did everything similar to urs except changing the pictures but im not sure why is my accuracy so low, ranging from 0.38-0.46..

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว

      Heya @Zhongwei, try out the new tutorial, it's way more accurate: th-cam.com/video/0-4p_QgrdbE/w-d-xo.html

  • @ronaldchiu1997
    @ronaldchiu1997 3 ปีที่แล้ว +1

    Thanks for the tutorial, I somehow did the install like u did and my Import easyocr does not run. The pip install does not give me any errors but when i import easyocr, the line of code buffer forever. What could be the problem? I did it on jupyter notebook. thankyou

  • @manuthvann7560
    @manuthvann7560 3 ปีที่แล้ว

    that was awsom Nicholas , but as i have checked the workable languages , I couldn't find khmer , so do you have any recommendation to any open source that work with khmer language ,looking forward to hearing back from you , thanks

  • @bhupeshpattanaik7150
    @bhupeshpattanaik7150 3 ปีที่แล้ว +2

    will it work for handwritten text too ?? ... please reply 😀

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว +1

      Nope, mainly for computer generated text!

  • @lebaolochuynh4222
    @lebaolochuynh4222 3 ปีที่แล้ว +2

    i dont see you do the preprocessing data. So is it still good without that?

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว

      Sure is! EasyOCR is way more resilient without doing multiple layers of filters

    • @mvaabox7092
      @mvaabox7092 2 ปีที่แล้ว +1

      @@NicholasRenotte How is it different from PyTesseract? In your opinion, which one is better? Which one do you recommend?

  • @zaccariamajid341
    @zaccariamajid341 4 ปีที่แล้ว +2

    Awesome videos!

  • @thelazydeveloper
    @thelazydeveloper 3 ปีที่แล้ว +2

    i want to save all the detected text in the same order as in the image how can I do it please

  • @nostalgia18rishi
    @nostalgia18rishi 2 ปีที่แล้ว

    accuracy, F1 score wise which is better in your experience easyocr or pytesseract?

  • @tinky5418
    @tinky5418 2 ปีที่แล้ว +1

    Amazing content!! Can you compare it with PaddleOCR next time? I heard it works great in some cases.

  • @Vicky_Varun_Prasanth
    @Vicky_Varun_Prasanth หลายเดือนก่อน

    for the text should be resulted as the same in the giving input image where the text is positioned. is that possible sir?

  • @isaacmoore3639
    @isaacmoore3639 2 ปีที่แล้ว +1

    This does not work with easyocr conflicting with python 3.10. Do you have any resources on running easyocr with this limitation?

    • @NicholasRenotte
      @NicholasRenotte  2 ปีที่แล้ว

      Try paddleOCR instead @Isaac, way easier to get up and running.

  • @julycarolinaarevaloleon4536
    @julycarolinaarevaloleon4536 3 ปีที่แล้ว +1

    thanks was helpful to me, do you have any video about image enhancement?

  • @HayotRahimov
    @HayotRahimov 3 ปีที่แล้ว +1

    Hi Nickolas, I really like your tutorials. they are the best for me. Can you please do this with "skew"ing the image?

  • @Desmond_Plays
    @Desmond_Plays 4 หลายเดือนก่อน

    Hey nicho, is there any way to differentiate the author of a handwritten text?

  • @zharifarzaq5236
    @zharifarzaq5236 3 ปีที่แล้ว +1

    i'm new with this, can we use the camera and detect it like object detection for this code?

  • @chuksgrinage7238
    @chuksgrinage7238 4 ปีที่แล้ว +1

    Great stuff!

    • @NicholasRenotte
      @NicholasRenotte  4 ปีที่แล้ว +1

      Thanks 🙏 so much @Chuks Grinage!

  • @SD-rg5mj
    @SD-rg5mj ปีที่แล้ว

    hello, does this technology also allow me to ask him to describe images to me?
    anyway thank you so much for this video

  • @goodbobonline9640
    @goodbobonline9640 2 ปีที่แล้ว +1

    wasn't able to install easyocr, error code being
    RuntimeWarning: Pillow 8.2.0 does not support Python 3.10 and does not provide prebuilt Windows binaries. We do not recommend building from source on Windows. any ideas on a fix?

    • @abrarnasir6585
      @abrarnasir6585 3 หลายเดือนก่อน

      You need to downgrade phyton version 3.9 or lower

  • @bambitousttous4311
    @bambitousttous4311 3 ปีที่แล้ว

    Thanks for the tutorial ! Could you tell me please how to use a custom dictionary ?

  • @abdisalame
    @abdisalame 2 ปีที่แล้ว +1

    I am getting this error message: error: Unknown C++ exception from OpenCV code
    How to solve it?

  • @sherjan29
    @sherjan29 2 ปีที่แล้ว

    Is this helpful in handwritten images I am still confuse between tesseract and easy ocr kindly suggest

  • @dmitricherleto8234
    @dmitricherleto8234 2 ปีที่แล้ว +1

    Do you have the resources for online handwritting recognition? Thank you.

  • @gokudragonsoul
    @gokudragonsoul 3 ปีที่แล้ว +1

    Isit possible for the ocr to scan the image text from my game (maplestory)

  • @Koroistro
    @Koroistro 3 ปีที่แล้ว +1

    What are the option for GPU acceleration for AMD GPUs? Besides using Linux (I'm running W10).

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว

      I believe development is being done with ROCm but it's still very early days.

  • @prasanthv2652
    @prasanthv2652 ปีที่แล้ว

    can you say what to do for vertical text extraction? is there any mothed?

  • @gauravtewari6434
    @gauravtewari6434 4 หลายเดือนก่อน

    Tqq it really works but it didn't tell the wright answer for the small letters it is showing @,? Such types of symbols. Works well for big words..plz help for the small ones

  • @adrielbaron8818
    @adrielbaron8818 3 ปีที่แล้ว +1

    hey bro,
    I am getting a name error which says 'name 'easyocr' is not defined' . Can u help me getting out with this issue

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว

      Got it installed into the same environment? Double check that it is by running !pip list from the same place you're trying to install it from.

  • @soulcracker23
    @soulcracker23 7 หลายเดือนก่อน

    Great Video!! can it read PDF???

  • @pavankumarsarihaddu
    @pavankumarsarihaddu 2 ปีที่แล้ว

    Hi sir thank you for your video,i have a doubt :- using the bounding box cordinates (like---([[758, 1106], [1210, 1106], [1210, 1148], [758, 1148]],
    'TELEPHONE (Include Area Code)',
    0.6403904183737966) HOW can i print the text "TELEPHONE" WORD

  • @sokharsamb3518
    @sokharsamb3518 4 ปีที่แล้ว +1

    Great stuff but it possible to use easyocr for handwriting ?

    • @NicholasRenotte
      @NicholasRenotte  4 ปีที่แล้ว

      TBH it doesn't perform that well on handwriting. You're better off looking into Deep Learning approaches.

    • @sokharsamb3518
      @sokharsamb3518 4 ปีที่แล้ว

      @@NicholasRenotte thanks

    • @NicholasRenotte
      @NicholasRenotte  4 ปีที่แล้ว

      @@sokharsamb3518 anytime!

    • @landrynoulawe1565
      @landrynoulawe1565 4 ปีที่แล้ว

      Hello Sokhar, what a coincidence !?

    • @sokharsamb3518
      @sokharsamb3518 4 ปีที่แล้ว

      @@landrynoulawe1565 hi Landry, are you also working on handwriting?

  • @rishabhmishra279
    @rishabhmishra279 2 ปีที่แล้ว

    Hi Nicholas,
    Can we run/deploy OpenCv + easyocr in Aws lambda ?? Is that possible ?

  • @blueraventy
    @blueraventy 8 หลายเดือนก่อน

    how to apply this but using web camera? the characters that are detected and extracted from the web camera will be displayed on LCD through Arduino?

  • @jaavz8113
    @jaavz8113 3 ปีที่แล้ว +1

    Would this be able to recognize hand writing as well

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว

      Nope, it works best for computer generated text! Check out handwriting models for written text.

  • @dhanashreevenkatachalam4258
    @dhanashreevenkatachalam4258 4 ปีที่แล้ว +1

    Is it work with Windows?? or only with Mac and Linux??

    • @NicholasRenotte
      @NicholasRenotte  4 ปีที่แล้ว +1

      Heya @dhanashree, should be able to run on all three!

  • @ridhazaghdoud6208
    @ridhazaghdoud6208 4 ปีที่แล้ว +1

    Very good work, I'm going to ask a question how to do if there are two languages on the same picture.thanks

    • @NicholasRenotte
      @NicholasRenotte  4 ปีที่แล้ว

      Heya @Ridha, you could perform multi-language detection by running over the image using a second OCR model in a different language!

    • @ridhazaghdoud6208
      @ridhazaghdoud6208 4 ปีที่แล้ว +1

      @@NicholasRenotte thank you for answering me, it is good it is done but for the display of the text in Arabic in the form of question marks."???????????"

    • @NicholasRenotte
      @NicholasRenotte  4 ปีที่แล้ว

      @@ridhazaghdoud6208 hmm, just checking, you loaded up the Arabic OCR model?

    • @ridhazaghdoud6208
      @ridhazaghdoud6208 4 ปีที่แล้ว

      @@NicholasRenotte yes i loaded two language latin and arabic. latin is well displayed but arabic text no,the characters are question marks.

    • @NicholasRenotte
      @NicholasRenotte  4 ปีที่แล้ว +1

      @@ridhazaghdoud6208 can you share the image, I can test it out?

  • @frostieff
    @frostieff 3 ปีที่แล้ว +2

    Thanks so much for the video however im having an issue. I run the code in Sublime Text:
    import easyocr
    import cv2
    from matplotlib import pyplot as plt
    IMAGE_PATH = 'sign.jpeg'
    reader = easyocr.Reader(['en'], gpu=False)
    result = reader.readtext(IMAGE_PATH)
    result
    And shows this:
    Using CPU. Note: This module is much faster with a GPU.
    [Finished in 4.3s]
    It doesnt output anything but doesnt say it failed . Im sure i installed all the packages.

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว +1

      Change result to print(result)

    • @megankociscak6619
      @megankociscak6619 3 ปีที่แล้ว +1

      @@NicholasRenotte Thank you for the video! I'm having a similar issue but I keep getting "CUDA not available - defaulting to CPU. Note: This module is much faster with a GPU." And then a long list of Traceback calls. Can you help me with this? (I'm on a mac using VScode)

    • @nutchateangkool209
      @nutchateangkool209 2 ปีที่แล้ว

      @@megankociscak6619 Could you solve this problem?

  • @expertchannel5448
    @expertchannel5448 3 ปีที่แล้ว +1

    Will it work with randomly rotated characters like in some captchas?

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว

      Haven't actually tested that out @Expert Channel.

  • @nkk0823
    @nkk0823 2 ปีที่แล้ว

    Hi Nick, Reader is taking very very long time to complete even 5% and gets ended with "ConnectionEndedwitherror" at around 6% .. why its taking this much time.. Is there any offline method? Note: my connection speed is 40Mbps.

  • @shineori4078
    @shineori4078 3 ปีที่แล้ว +1

    Is there a way to capture text from your screen and not an image. I want it to capture my desktop programs, like capturing the numbers in my game thats running in windowed mode and store that number in a txt or some kind of docu

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว +2

      Definitely, you could use an additional library like mss to capture your screen (or a region of your screen) e.g. stackoverflow.com/questions/35097837/capture-video-data-from-screen-in-python/54246290

    • @shineori4078
      @shineori4078 3 ปีที่แล้ว +1

      @@NicholasRenotte Omg I love you so much.... you have no idea how long I've been looking for something like this, thank you so damn much lol

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว

      @@shineori4078 right back at ya 😍! Let me know how you go!

  • @hamidsafiullahawan3433
    @hamidsafiullahawan3433 2 ปีที่แล้ว

    can we use this library to use ocr for webcam?

  • @jeffspeer8579
    @jeffspeer8579 3 ปีที่แล้ว

    Is it possible to only target a predetermined text on an image to by pulled? Scenario, I would like to scan ID card numbers, I do not care about any of the other text in the image (ID card). All ID's have the same static number of digits, all numbers, in case that helps. Thanks

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว

      Could isolate the numbers then apply OCR, it's usually done with a two part detector, I do something similar for extracting license plates (could use the same pipeline): th-cam.com/video/0-4p_QgrdbE/w-d-xo.html

  • @BLAXE-vm3ms
    @BLAXE-vm3ms 3 ปีที่แล้ว +1

    I Am facing an issue while importing easyocr, as my kernel goes dead when i try to import it in jupyter notebook, please help

  • @abdullahrehman7321
    @abdullahrehman7321 ปีที่แล้ว

    if we use this to scan passport , i get all the results correctly but how to get values from the labels yes i can use if statement but the data is not sorted there is no pattern so i dont always know that when label date of birth is found at what index its value is. can you help me with it?

  • @aakashmittal8598
    @aakashmittal8598 8 หลายเดือนก่อน

    How can we extract data efficiently from OCR, if we've to fetch data from screen(like Laptop screen). Can you please share any source?

  • @timf7599
    @timf7599 3 ปีที่แล้ว

    Hello,
    I try to make it work for me for a water meter recognition software but it doesn't even want to recognize the surf picture. It gives me an "I" with 1% accuracy... U have any idea maybe?

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว

      Ya, try PaddleOCR instead, super accurate (and faster): th-cam.com/video/t5xwQguk9XU/w-d-xo.html Ensure your images are clear and ideally close!

  • @김수빈-o9q5s
    @김수빈-o9q5s 3 ปีที่แล้ว +1

    Can I use easyocr with raspberry pi?? I failed to install it ..

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว

      Hmm, haven't tried it. What errors are you getting?

  • @RAZZKIRAN
    @RAZZKIRAN 4 ปีที่แล้ว +1

    thank u , if folder contains set of images, how to extract text from each image from that folder of images, how to display

    • @NicholasRenotte
      @NicholasRenotte  4 ปีที่แล้ว

      Heya @Raju, you can loop through each file in the folder and run the same code!

    • @RAZZKIRAN
      @RAZZKIRAN 4 ปีที่แล้ว +1

      @@NicholasRenotte will it work for hand written text? please provide code to extract text from group of images as input

    • @RAZZKIRAN
      @RAZZKIRAN 4 ปีที่แล้ว

      @@NicholasRenotte thank u Nicholas

    • @NicholasRenotte
      @NicholasRenotte  4 ปีที่แล้ว

      @@RAZZKIRAN it works best on non-handwritten text, for hand written characters you might choose to use a DL model instead.

  • @utkarshsingh3173
    @utkarshsingh3173 3 ปีที่แล้ว +1

    I'm getting no module named as easyocr but i installed all packages

  • @saumitradixit5463
    @saumitradixit5463 3 ปีที่แล้ว +1

    Whenever i am trying to easyocr.readtext terminal is showing me name error easyocr how to solve

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว

      Tbh, switch over to PaddleOCR, way more accurate! th-cam.com/video/t5xwQguk9XU/w-d-xo.html

  • @amitdutta3875
    @amitdutta3875 3 ปีที่แล้ว +1

    is it possible to detect unknown language from a image??

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว

      Ah, I think it has certain supported languages. If it's unknown it's kinda hard to detect or work it out.

  • @TheVideoVolcano
    @TheVideoVolcano 2 ปีที่แล้ว

    If anyone struggles to install torch, as of 31/01/23 you must have python 3.9 interpreter installed and selected in the text editor you are using. Doesn't work with python311 like I was trying firstly.

  • @speedeespeedboi9527
    @speedeespeedboi9527 4 หลายเดือนก่อน

    my easyocr just detects text that does not exist and it combines multiple lines into one. help!

  • @mikecooper8142
    @mikecooper8142 3 ปีที่แล้ว +1

    which one works faster tesseract-ocr or easy-ocr?
    how to run them with gpu?

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว

      Heya @Mike, I think tesseract is faster but requires more preprocessing compared to easy-ocr which is heavily GPU reliant. Easy-OCR should run on your GPU as long as you have PyTorch configured to leverage GPU acceleration.

  • @ramkrishnachoudhary633
    @ramkrishnachoudhary633 2 ปีที่แล้ว

    Sir kindly do a video for handwritten text recognition also...... Thank you

  • @septimusseverus252
    @septimusseverus252 3 ปีที่แล้ว +1

    Does it support other languages?

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว

      Sure does, it can handle a bunch: github.com/JaidedAI/EasyOCR

  • @h-electronics602
    @h-electronics602 3 ปีที่แล้ว

    Hello Nicholas
    When I am trying to run (reader) in section1 with GPU. I am getting : "CUDA error: no kernel image is available for execution on the device"
    Any Suggestions? :)

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว

      Got the right version of CUDA/cuDNN installed?

    • @h-electronics602
      @h-electronics602 3 ปีที่แล้ว

      @@NicholasRenotte I am using cuda 10.1 and cudnn 7.6.5

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว

      @@h-electronics602 hmmm, are you running an Nvidia GPU?

  • @LudoFangzou
    @LudoFangzou 3 ปีที่แล้ว +1

    How to save a specific line into a specific file sir ?

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว

      Like save a single line from the OCR detections @Ludo?

  • @NameeraShaikh-r8s
    @NameeraShaikh-r8s ปีที่แล้ว

    hello sir, with your videos it is so easy and helpful for me. actually i doing a project where i am stuck, can you plz help me in that. I want to create a project where, if i pass a image as input the model gives the info present in that image, like item name, quantity, price from that image. can you plz provide me how i will do that.

  • @koppuladattatreya1623
    @koppuladattatreya1623 3 ปีที่แล้ว

    Can we extract text from specific position or location from an image using this ocr ???

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว +2

      Definitely @Koppula! You can filter the region using numpy indexing then apply the OCR. I show how to do this in the latest ANPR tutorial in fact: th-cam.com/video/0-4p_QgrdbE/w-d-xo.html

    • @koppuladattatreya1623
      @koppuladattatreya1623 3 ปีที่แล้ว

      @@NicholasRenotte wow🤩 thank you so much I am looking exactly for this type of filtering. I will share this to my frdz amazing video. Keep it up bro ,a big shout out to you 😉

  • @nutchateangkool209
    @nutchateangkool209 2 ปีที่แล้ว

    i m facing below issue
    File "E:\Python\Pratics\venv\lib\site-packages\easyocr\easyocr.py", line 90, in init
    download_and_unzip(detection_models[detector_model]['url'], detection_models[detector_model]['filename'], self.model_storage_directory, verbose)
    File "E:\Python\Pratics\venv\lib\site-packages\easyocr\utils.py", line 586, in download_and_unzip
    urlretrieve(url, zip_path, reporthook=reporthook)
    File "C:\Users\Onkar\AppData\Local\Programs\Python\Python38\lib\urllib
    equest.py", line 283, in urlretrieve
    reporthook(blocknum, bs, size)
    File "E:\Python\Pratics\venv\lib\site-packages\easyocr\utils.py", line 686, in progress_hook
    print(f'
    {prefix} |{bar}| {percent}% {suffix}', end = printEnd)
    File "C:\Users\Onkar\AppData\Local\Programs\Python\Python38\lib\encodings\cp1252.py", line 19, in encode
    return codecs.charmap_encode(input,self.errors,encoding_table)[0]
    UnicodeEncodeError: 'charmap' codec can't encode character '\u2588' in position 12: character maps to
    Plz suggest what need to do for download reader model

  • @BiologyIsHot
    @BiologyIsHot 3 ปีที่แล้ว

    That initial meme is "tell me you use Windows without telling me you use Windows 🤪"

  • @Burst4All
    @Burst4All 2 ปีที่แล้ว

    The tuts is well explained and i got everything working following your tut. But I got this error when trying to display the rectangles bounding boxes
    any assistance
    5 text = detection[1]
    6 font = cv2.FONT_HERSHEY_SIMPLEX
    ----> 7 img = cv2.rectangle(img, text, top_left, bottom_right, (0,255,0), 5)
    8 img = cv2.putText(img, text, top_left, font,2, (0,255,0),2, cv2.LINE_AA)
    9
    error: OpenCV(4.5.4) :-1: error: (-5:Bad argument) in function 'rectangle'
    > Overload resolution failed:
    > - Can't parse 'pt1'. Expected sequence length 2, got 3
    > - Can't parse 'pt1'. Expected sequence length 2, got 3
    > - Can't parse 'rec'. Expected sequence length 4, got 3
    > - Can't parse 'rec'. Expected sequence length 4, got 3

  • @nipunkhare
    @nipunkhare 3 ปีที่แล้ว

    How can we do this exact same thing with a video? I want to extract text from a video clip with no sound, can you please help?

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว +1

      Try this out, best example I've done of it so far: th-cam.com/video/0-4p_QgrdbE/w-d-xo.html

  • @chetanyadav1562
    @chetanyadav1562 3 ปีที่แล้ว +1

    Can we add this project in our resume?😅

  • @SANJEEVKUMAR-ro1pk
    @SANJEEVKUMAR-ro1pk 4 ปีที่แล้ว

    Hello sir i am very much interested in deep learning projects and want to implement them in tenserflow android , is there any play list available your to teach tenserflow from scratch?

    • @NicholasRenotte
      @NicholasRenotte  4 ปีที่แล้ว

      Nothin for Android yet @Sanjeev but I've got some React Native stuff coming soon!

    • @rajeshkumar-lr1um
      @rajeshkumar-lr1um 3 ปีที่แล้ว +1

      I have developed android app but extraction process is on Google colab and save in firebase after save result fetch in android

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว

      @@rajeshkumar-lr1um ha cool!!

  • @kishoresinghshekhawat543
    @kishoresinghshekhawat543 3 ปีที่แล้ว

    Hey dear!
    Why you use numpy here?

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว

      Heya @Kishore, nope you're right, looks like I had it in for another tutorial!

  • @sujaymhaske7157
    @sujaymhaske7157 3 ปีที่แล้ว

    i dont want the program to print the coordinates and accuracy , what can be done

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว

      Just wrap them in a separate print statement and print what's needed. E.g. th-cam.com/video/0-4p_QgrdbE/w-d-xo.html

  • @rabeemohammed5351
    @rabeemohammed5351 9 หลายเดือนก่อน

    please can you make video how can train easyOcr?

  • @bhushantayde5762
    @bhushantayde5762 3 ปีที่แล้ว +1

    can these work on 32bit OS??

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว +1

      Haven't tried myself, would need to dig into each package.

    • @bhushantayde5762
      @bhushantayde5762 3 ปีที่แล้ว

      @@NicholasRenotte Sir will this work if I try it on Google Colab ??

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว

      @@bhushantayde5762 yup!

  • @famouscitycreatives
    @famouscitycreatives 3 ปีที่แล้ว

    this done on windows platform right?

  • @senpaikun5947
    @senpaikun5947 3 ปีที่แล้ว

    can I use pycharm instead of jupyter notebook ?

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว

      Yup, save the notebook as a .py script from within Jupyter and then you just need to remove the Notebook magic commands e.g. !pip list

    • @koppuladattatreya1623
      @koppuladattatreya1623 3 ปีที่แล้ว

      Can we try this in notepad++?

    • @senpaikun5947
      @senpaikun5947 3 ปีที่แล้ว

      @@NicholasRenotte oh .... what i actually wanna ask is typing the code in pycharm and running the code in pycharm.. without using notebook

    • @NicholasRenotte
      @NicholasRenotte  3 ปีที่แล้ว

      @@koppuladattatreya1623 yup, just have to convert the code .py which you can do from the Jupyter Notebook server then remove any Notebook magic commands e.g. !pip list...

    • @koppuladattatreya1623
      @koppuladattatreya1623 3 ปีที่แล้ว

      @@NicholasRenotte ok let me try... thank you 😁

  • @ravihalappanavar784
    @ravihalappanavar784 2 ปีที่แล้ว

    I am having problem differentiating between O and 0 , 2 and Z while character extraction from Image using EasyOcr . Can anyone suggest solution for this

  • @karthickm2349
    @karthickm2349 2 ปีที่แล้ว

    how to change the size of the ocr box

  • @jonathanbush5915
    @jonathanbush5915 2 ปีที่แล้ว

    Is anyone getting this error for easyocr?
    zipfile.BadZipFile: File is not a zip file
    This line is producing the error: reader = easyocr.Reader(['en', 'ch_tra'], gpu=False)

  • @MuiVu-dp1dq
    @MuiVu-dp1dq 9 หลายเดือนก่อน

    I don't understand why I do like you and I can't run it showing such an error while my Python uses 3.10.6. It shows errors like this:
    PS C:\Users\ACER> python -u "C:\Users\ACER\AppData\Local\Temp\tempCodeRunnerFile.python"
    Traceback (most recent call last):
    File "C:\Users\ACER\AppData\Local\Temp\tempCodeRunnerFile.python", line 2, in
    import easyocr
    File "C:\Users\ACER\AppData\Roaming\Python\Python310\site-packages\easyocr\__init__.py", line 1, in
    from .easyocr import Reader
    File "C:\Users\ACER\AppData\Roaming\Python\Python310\site-packages\easyocr\easyocr.py", line 3, in
    from .recognition import get_recognizer, get_text
    File "C:\Users\ACER\AppData\Roaming\Python\Python310\site-packages\easyocr
    ecognition.py", line 2, in
    import torch
    File "C:\Users\ACER\AppData\Local\Programs\Python\Python310\lib\site-packages\torch\__init__.py", line 141, in
    raise err
    OSError: [WinError 126] The specified module could not be found. Error loading "C:\Users\ACER\AppData\Local\Programs\Python\Python310\lib\site-packages\torch\lib\shm.dll" or one of its dependencies.
    PS C:\Users\ACER>
    pls Help me!!!