Optical Character Recognition with EasyOCR and Python | OCR PyTorch

[@joefreundt]

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]

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! :-)

[@Sahil75-12]

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

[@sreeananthakannan]

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

[@kmashal2]

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

[@LucasPinheiroV8]

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!

[@aytekors741]

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

[@okopyl]

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

[@thelazydeveloper]

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

[@ibrahimfadhili6621]

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

[@gokudragonsoul]

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

[@Vicky_Varun_Prasanth]

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

[@aellijon]

what if i have a lot of dataset images?

[@NicholasRenotte]

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

[@aellijon]

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

[@ronaldchiu1997]

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

[@abdisalame]

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

[@LIMYEOWCHYE]

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]

Heya @Zhongwei, try out the new tutorial, it's way more accurate: kzbin.info/www/bejne/Zl6XoZKHnNeXmKc

[@blueraventy]

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?

[@Desmond_Plays]

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

[@abdullahrehman7321]

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?

[@speedeespeedboi9527]

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

[@utkarshsingh3173]

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

[@gauravtewari6434]

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

[@prasanthv2652]

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

[@goodbobonline9640]

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]

You need to downgrade phyton version 3.9 or lower

[@jonathanbush5915]

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)

[@nutchateangkool209]

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

[@BLAXE-vm3ms]

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

[@NicholasRenotte]

Hmmm, any errors in the terminal?

[@onetrickguy7359]

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]

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

[@saumitradixit5463]

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

[@NicholasRenotte]

Tbh, switch over to PaddleOCR, way more accurate! kzbin.info/www/bejne/qmbbqISdqtBsjrc

[@zharifarzaq5236]

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

[@NicholasRenotte]

Sure can!

[@adrielbaron8818]

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]

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.

[@isaacmoore3639]

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

[@NicholasRenotte]

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

[@Petrusse468]

Thank you so much for sharing ! Great vidéo!!

[@NicholasRenotte]

So glad you enjoyed it @Petrusse!

[@hamidsafiullahawan3433]

can we use this library to use ocr for webcam?

[@lebaolochuynh4222]

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

[@NicholasRenotte]

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

[@mvaabox7092]

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

[@pavankumarsarihaddu]

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

[@darmandransivapathasundram5380]

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

[@alexanderfilippou5501]

Amazing as always mate.

[@frostieff]

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]

Change result to print(result)

[@megankociscak6619]

@@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]

@@megankociscak6619 Could you solve this problem?

[@robertcenusa8636]

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

[@cryptotechhelp1459]

I tried this by just creating a virtual env with 'python3.10 -m venv work' and then 'source work/bin/activate'; but I had to pip install while the virtual env was activated the following: pip install torch torchvision torchaudio pip install easyocr pip install matplotlib import easyocr import cv2 from matplotlib import pyplot as plt import numpy as np IMAGE_PATH = ‘page33-34.jpg’ reader = easyocr.Reader([‘en’],gpu=False) result = reader.readtext(IMAGE_PATH) result I then got the correct output, but what if I just wanted the text only without other info or quotes or any extra punctuation? Also , I couldn't get this to work properly or at all when I tried placing all the above in a file named easyocr.py and typing 'python3 easyocr.py' in the terminal. I was in the top directory where the image file and the .py file were located but I wasn't running a virtual env this time. Would I have to install all the dependancies each time I run the .py file?

[@hassanalhalabi7563]

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]

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

[@atifasadkhan]

Oh man you got a good list of videos

[@NicholasRenotte]

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

[@NicholasRenotte]

Well @@remedytee, I try to start off simple and easy to understand so we can dive into more hardcore examples like this: kzbin.info/www/bejne/hHLTioOVatyfgbs

[@aakashmittal8598]

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?

[@aiml_44_sourikpoddar49]

Did you find anything?

[@sherjan29]

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

[@karthickm2349]

how to change the size of the ocr box

[@khoahuynh2809]

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 !!!

[@shineori4078]

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]

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]

@@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]

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

[@Anarky35]

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

[@SD-rg5mj]

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

[@Koroistro]

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

[@NicholasRenotte]

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

[@timf7599]

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]

Ya, try PaddleOCR instead, super accurate (and faster): kzbin.info/www/bejne/qmbbqISdqtBsjrc Ensure your images are clear and ideally close!

[@TheVideoVolcano]

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.

[@dmitricherleto8234]

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

[@NicholasRenotte]

Nothing atm unfortunately @Dmitri

[@nkk0823]

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.

[@김수빈-o9q5s]

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

[@NicholasRenotte]

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

[@nostalgia18rishi]

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

[@ravihalappanavar784]

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

[@RAZZKIRAN]

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

[@NicholasRenotte]

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

[@RAZZKIRAN]

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

[@RAZZKIRAN]

@@NicholasRenotte thank u Nicholas

[@NicholasRenotte]

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

[@tinky5418]

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

[@Burst4All]

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

[@rishabhmishra279]

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

[@sujaymhaske7157]

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

[@NicholasRenotte]

Just wrap them in a separate print statement and print what's needed. E.g. kzbin.info/www/bejne/Zl6XoZKHnNeXmKc

[@vikashchand.]

Cool Movember look! 🖖😂

[@NicholasRenotte]

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

[@jeffspeer8579]

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]

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): kzbin.info/www/bejne/Zl6XoZKHnNeXmKc

[@Jonas.Filipe]

Amazing video! Thanks!

[@amitdutta3875]

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

[@NicholasRenotte]

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

[@manuthvann7560]

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]

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

[@NicholasRenotte]

Nope, mainly for computer generated text!

[@zaccariamajid341]

Awesome videos!

[@NicholasRenotte]

Thanks so much 🙏

[@thevivek1408]

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]

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]

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.

[@jaavz8113]

Would this be able to recognize hand writing as well

[@NicholasRenotte]

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

[@aloksheth7477]

Thanks for sharing. Really nice.

[@NicholasRenotte]

Anytime, thanks @Alok!

[@soulcracker23]

Great Video!! can it read PDF???

[@m__link6499]

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!

[@LudoFangzou]

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

[@NicholasRenotte]

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

[@mikecooper8142]

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

[@NicholasRenotte]

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.

[@dharmagurram958]

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]

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

[@h-electronics602]

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]

Got the right version of CUDA/cuDNN installed?

[@h-electronics602]

@@NicholasRenotte I am using cuda 10.1 and cudnn 7.6.5

[@NicholasRenotte]

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

[@NameeraShaikh-r8s]

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.

[@expertchannel5448]

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

[@NicholasRenotte]

Haven't actually tested that out @Expert Channel.

[@nipunkhare]

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]

Try this out, best example I've done of it so far: kzbin.info/www/bejne/Zl6XoZKHnNeXmKc

[@HayotRahimov]

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

[@HayotRahimov]

Thanks for your efforts.

[@NicholasRenotte]

Will give it a crack!

[@bambitousttous4311]

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

[@chuksgrinage7238]

Great stuff!

[@NicholasRenotte]

Thanks 🙏 so much @Chuks Grinage!

[@kingfunny4821]

How to can train it

[@septimusseverus252]

Does it support other languages?

[@NicholasRenotte]

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

[@younesdakir8929]

I HAVE AN END OF STUDY PROJECT AND I AM VERY LATE WITH A SUBJECT WHICH IS VERY COMPLICATED If you or someone can help me please

[@MuiVu-dp1dq]

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!!!

[@rabeemohammed5351]

please can you make video how can train easyOcr?

[@koppuladattatreya1623]

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

[@NicholasRenotte]

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: kzbin.info/www/bejne/Zl6XoZKHnNeXmKc

[@koppuladattatreya1623]

@@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 😉

[@julycarolinaarevaloleon4536]

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

[@NicholasRenotte]

Not yet @July but it's planned!

[@sokharsamb3518]

Great stuff but it possible to use easyocr for handwriting ?

[@NicholasRenotte]

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

[@sokharsamb3518]

@@NicholasRenotte thanks

[@NicholasRenotte]

@@sokharsamb3518 anytime!

[@landrynoulawe1565]

Hello Sokhar, what a coincidence !?

[@sokharsamb3518]

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

[@bhushantayde5762]

can these work on 32bit OS??

[@NicholasRenotte]

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

[@bhushantayde5762]

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

[@NicholasRenotte]

@@bhushantayde5762 yup!

[@ridhazaghdoud6208]

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

[@NicholasRenotte]

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

[@ridhazaghdoud6208]

@@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]

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

[@ridhazaghdoud6208]

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

[@NicholasRenotte]

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

[@dhanashreevenkatachalam4258]

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

[@NicholasRenotte]

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

[@ramkrishnachoudhary633]

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

[@kishoresinghshekhawat543]

Hey dear! Why you use numpy here?

[@NicholasRenotte]

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

[@SANJEEVKUMAR-ro1pk]

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]

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

[@rajeshkumar-lr1um]

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

[@NicholasRenotte]

@@rajeshkumar-lr1um ha cool!!

[@senpaikun5947]

can I use pycharm instead of jupyter notebook ?

[@NicholasRenotte]

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]

Can we try this in notepad++?

[@senpaikun5947]

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

[@NicholasRenotte]

@@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]

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