183 - OCR in python using keras-ocr

Optical character recognition (OCR)

References:

Code generated in the video can be downloaded from here:

[deepakkumarjha]

Really amazing work sir. I was putting huge effort for building the OCR like this in very short span of time and while working on it I spotted this and the work is done. Now I move further in other parts of the research.
Great!!! Thanks again sir...

[IntenseRouge]

Wow! I wasn’t aware of this ocr library and not having been satisfied with the results of what I had tried out, I am so glad you posted this video. I’ll test the keras ocr soon. Thank you so much.

[akshaykhare]

I tried this code, but after printing np.shape(images), every time it is showing message 'kernel died' . This is happening in Jupyter notebook as well as in Spyder. So I am not getting the output. I tried restarting kernel but same thing happening again and again. What should I do?

[kusamuzukashi]

amazing video sir, thanks for this nice explaining

[arturosorianorodriguez]

I have a problem. The code recognizes all the letters, but the H no. What can I do?

[shimisys]

when i write the code "import keras_ocr", it giving me an error said that no module named 'keras_ocr'. I already pip install the keras-ocr

[sagihaviv]

sir is it possible to recognize and extract a specific sentence or word in ocr? do i need to use nlp for that? please give me advice

[shreyaputhran]

how to print the text as output. Pls help

[roderickdunn]

Thank you for the great introduction to this library, it looks fantastic. However, running the demo code on my Mac (M1) is giving me strange results - Text Detection and Localization is working fine, but the character recognitions are completely wrong, most words are recognized as something like "tuueldkstt" or other very similar nonsense. Almost seems like the recognition model wasn't loaded correctly. Do you have any thoughts as to why this could be happening?

[muhammadizzat]

sorry to ask, how do i install it from github??

[ouardafenek]

Dear Sir,
Thank you for the video.
Is it possible to fine tune the model on a personal data to make it better on use case ?
Thank's in advance.

[buxA]

After line pipeline.recognize(images) no more code is executed and program finishes, i have no idea what is problem even after google search.

2022-06-23 12:24:26.055634: I Loaded cuDNN version 8400


Process finished with exit code -1073740791 (0xC0000409)

[sharonibejih]

Hi @DigitalSreeni,

I'm trying to finetune the keras OCR recogniser using my own dataset by following their documentation. But my image size is different from theirs and this is giving an error (as anticipated).

The error message says ValueError: You are trying to load a weight file containing 16 layers into a model with 15 layers.

I am just finding it hard to figure out how to change the input size, without having to train from scratch. Can you help, please? Looking forward to your response.

[Zeeshanmys]

Great information srini.. Which has better accuracy is it keras ocr or tessaract...??

[dileepchakravarthyhsa]

hi sreeni i am trying to run code but i am getting this error again and agian can you help me to sort it out
TypeError: annotate() missing 1 required positional argument: 's'

[evyatarcoco]

Dear sir,
Where can we subscribe to every keras library released in order to keep learning?
Do you have any recommendations?
Thanks

[mohamedtouati]

Is keras-ocr work with other languages? I just see no argument in the function