https://github.com/raghulrajn/book2braille

This is computer vision application which converts Book into Braille format. This will also convert Math formulas and equations in the reasearch papers
https://github.com/raghulrajn/book2braille

computer-vision deep-learning opencv python

Last synced: 3 days ago
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This is computer vision application which converts Book into Braille format. This will also convert Math formulas and equations in the reasearch papers

• Host: GitHub
• URL: https://github.com/raghulrajn/book2braille
• Owner: raghulrajn
• Created: 2021-08-09T18:04:37.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2023-02-06T18:30:46.000Z (almost 2 years ago)
• Last Synced: 2023-09-21T03:54:00.599Z (about 1 year ago)
• Topics: computer-vision, deep-learning, opencv, python
• Language: Python
• Homepage:
• Size: 19.5 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Book2Braille

## Transcription of Scientific literature to braille format using OAK-D

This project was done as part of Opencv AI Competition 2021 (https://opencv.org/opencv-ai-competition-2021/)

### What is OAK-D?

OAK—D is a spatial AI powerhouse, capable of simultaneously running advanced neural networks while providing depth from two stereo cameras and color information from a single 4K camera in the center.

To buy visit page - https://store.opencv.ai/products/oak-d

### What is Book2Braille?

Book2Braille is a solution that is built to aid people with visual impairments in the field of science. The aim of the solution is to convert equations and texts from scientific books into Braille therby making it accessible for visually impaired people.

In depth details of the implementation and our motivation behind the project can be found over [here]().

### Setup

---



### To run the program

---

```Python

cd Book2Braille

python main.py

```

### Dependencies (python packages):

---

- opencv

- depthai

- pytesseract

- scipy

- skimage

- speech_recognition

- pyttsx3

### Tools used:

---

- Custom trained yoloV3 model

- Tesseract

- [Mathpix](https://mathpix.com/)

- [Latex2Nemeth](https://ctan.org/pkg/latex2nemeth?lang=en)