OCR | Extract Character’s in Blur Image using Python | AI Sangam
OCR | Extract Character's in Blur Image using Python | AI Sangam

OCR | Extract Character’s in Blur Image using Python | AI Sangam


Notice: Undefined variable: fields in /home/vmp7bxbd1swb/public_html/blog/wp-content/plugins/wp-about-author/wp-about-author-admin.php on line 158

Hello Friends, Hope you are doing great. Now we came back with the blog of Optical character recognition of such images which are blurred. But before going further, I would like you to see the video from this link to get more familiar with Optical Character Recognition and how it is done in python

Optical Character Recognition using Python | AI SANGAM

Limitation of such work already implemented is the above code in the video is not working on the images where blur was present so we came with the blog and write something about removing the blur effect first and then extracting the text from the image.

What is blurring and How it impacts the image.

Blurring refers to change in the intensity of the image or altering pixels. Such result in the blurring effect and visibility of image or text decreases. So extracting the text from the blurred image is something busy. This post is about extracting text from blurred images. Talking about AI Sangam, it is one of the leading data solutions and consulting company in India. It is one of leading machine learning solution provider in India.

Extracting text from image using Python:

First Phase is deblurring the image. Deblurring an image is reversing the change in pixel back to original so that same intensity is received.

Second phase: It is then passed through algorithm which will extract text from image and write it to the text file or word file. I think readers must see the below screenshot to know the things in better sense.

Image and corresponding text Extraction
Figure 1: Image and corresponding text Extraction

I would also recommend you to see the video of the above process from below and if you like it you can also subscribe AI Sangam you tube channel and click on the bell icon for notification and subscribe button for latest updates.

Conclusion: In a nutshell, it can be concluded that python is very powerful language and is powered with powerful optical character recognition libraries. Moreover, such code is integrated with the internet for better understanding and for the sake of simplicity. Logic’s are implemented to bring the response to the internet and you will get the video soon to display the above practically. So please stay tuned with AI Sangam. If you love reading this post, you may also subscribe AI Sangam you tube channel and stay updated with new videos and topics. Thanks for sparing some tin reading this post.

Leave a Reply