https://github.com/pranav-nagpure/text-extraction
Web Application to extract text from image
https://github.com/pranav-nagpure/text-extraction
flask-application html-css-javascript image-processing python tesseract-ocr text-extraction
Last synced: 3 months ago
JSON representation
Web Application to extract text from image
- Host: GitHub
- URL: https://github.com/pranav-nagpure/text-extraction
- Owner: Pranav-Nagpure
- Created: 2023-04-17T01:53:45.000Z (about 2 years ago)
- Default Branch: master
- Last Pushed: 2023-05-19T15:28:21.000Z (about 2 years ago)
- Last Synced: 2025-01-08T02:13:25.362Z (5 months ago)
- Topics: flask-application, html-css-javascript, image-processing, python, tesseract-ocr, text-extraction
- Language: Python
- Homepage:
- Size: 198 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# __Text Extraction__
### Built Using
[![Python][python-shield]][python-url]
[![html-css-js][html-css-js-shield]][html-css-js-url]
[![Flask][flask-shield]][flask-url]
[![Tesseract][tesseract-shield]][tesseract-url]
## __About__
Web Application to extract text from images using pytesseract.
Sample Image: https://media.geeksforgeeks.org/wp-content/cdn-uploads/20220401160946/HTML-Basic-Format-768x534.png
See the implementation details with IPython Notebook
## __Getting Started__
This Project is Built With [![Anaconda][anaconda-shield]][anaconda-url] [![VSCode][vscode-shield]][vscode-url] [![Render][render-shield]][render-url]
### __Installation__
To use the app on local machine, open Anaconda Prompt and run the following commands:
1. Clone the Repository
```sh
git clone https://github.com/Pranav-Nagpure/Text-Extraction.git
```
2. Change Working Directory
```sh
cd Text-Extraction
```
3. If needed create a Virtual Environment and activate it
```sh
conda create -n environment_name python=3.10
conda activate environment_name
```
4. Install the requirements
```sh
conda install -c conda-forge tesseract
python -m pip install -r requirements.txt
```
5. Run the App
```sh
python app.py
```
6. Open the URL generated in a browser to use the App
7. You can use image in the sample_images folder
[python-shield]: https://raw.githubusercontent.com/Pranav-Nagpure/Support-Repository/master/images/python-shield.png "Python"
[python-url]: https://www.python.org
[html-css-js-shield]: https://raw.githubusercontent.com/Pranav-Nagpure/Support-Repository/master/images/html-css-js-shield.png
[html-css-js-url]: https://html.spec.whatwg.org "HTML | CSS | JavaScript"
[anaconda-shield]: https://raw.githubusercontent.com/Pranav-Nagpure/Support-Repository/master/images/anaconda-shield.png
[anaconda-url]: https://www.anaconda.com "Anaconda"
[vscode-shield]: https://raw.githubusercontent.com/Pranav-Nagpure/Support-Repository/master/images/vscode-shield.png
[vscode-url]: https://code.visualstudio.com "VSCode"
[render-shield]: https://raw.githubusercontent.com/Pranav-Nagpure/Support-Repository/master/images/render-shield.png
[render-url]: https://render.com "Render"
[flask-shield]: https://raw.githubusercontent.com/Pranav-Nagpure/Support-Repository/master/images/flask-shield.png "Flask"
[flask-url]: https://flask.palletsprojects.com
[tesseract-shield]: https://raw.githubusercontent.com/Pranav-Nagpure/Support-Repository/master/images/tesseract-shield.png
[tesseract-url]: https://github.com/tesseract-ocr "Tesseract"