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Image Processing via CNN

We try to extract text from images which is then compared with a trained model of CNN to achieve an accuracy score.

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Built at Unscript 2k23

Created on 12th February 2023

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Image Processing via CNN

We try to extract text from images which is then compared with a trained model of CNN to achieve an accuracy score.

The problem Image Processing via CNN solves

Before going for OCR, images are already classified with a variable staing whether these should be pushed for OCR test.

Challenges we ran into

Computation of the images due to dataset being small and not being appended in time,
Coding of a trained model for an already untrained dataset.

Tracks Applied (1)

AI/ML

The Project aims at determining whether an image should go for OCR recognition based on certain criteria. This criteria ...Read More

Technologies used

Visual Studio Code

Google Colab

PyCharm

Kaggle

Jupyter Notebook

Discussion

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