Audiobook

Install flask app - pip install flask (or) pip3 install flask

Need to install tensorflow version 2.4.1 for the autoencoder model to run

run python app.py

Our proposed system of audiobook can be used for any printed material including books (school textbooks, storybooks), research papers, newspapers, documents (a single sheet of text or multiple pages which can also be dirty) wherein users have to just upload the printed information and enjoy listening to the content. Autoencoders are used to denoise the dirty documents.
This is followed by OCR with PyTesseract.
So far, the OCR methods do not have any post-correction methods. We have included an automatic spell check feature that detects spelling errors and corrects them according to the dictionary.
An E2E application in Flask is developed

Name		Name	Last commit message	Last commit date
Latest commit History 165 Commits
frontend		frontend
image		image
2models-diff dropout.ipynb		2models-diff dropout.ipynb
3 stacking methods.ipynb		3 stacking methods.ipynb
Adaptive Thresholding.ipynb		Adaptive Thresholding.ipynb
Data Augmentation.ipynb		Data Augmentation.ipynb
Deskewing.ipynb		Deskewing.ipynb
Evaluation_Metrics.ipynb		Evaluation_Metrics.ipynb
Median filtering.ipynb		Median filtering.ipynb
README.md		README.md
SpellCheck_Final.ipynb		SpellCheck_Final.ipynb
Spellcheck.ipynb		Spellcheck.ipynb
Tesseract OCR.ipynb		Tesseract OCR.ipynb
grayscale and binarization.ipynb		grayscale and binarization.ipynb
pdf_to_image.py		pdf_to_image.py
requirements.txt		requirements.txt
rms-prop-model.ipynb		rms-prop-model.ipynb

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