https://github.com/pranav-nagpure/pan-card-tampering-detection
Web Application to detect tampering on Pan Cards
https://github.com/pranav-nagpure/pan-card-tampering-detection
flask-webapp html-css-javascipt image-procesing python scikit-image
Last synced: 4 months ago
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Web Application to detect tampering on Pan Cards
- Host: GitHub
- URL: https://github.com/pranav-nagpure/pan-card-tampering-detection
- Owner: Pranav-Nagpure
- Created: 2023-04-05T23:46:45.000Z (about 2 years ago)
- Default Branch: master
- Last Pushed: 2023-05-01T08:15:07.000Z (about 2 years ago)
- Last Synced: 2025-01-08T02:13:27.742Z (6 months ago)
- Topics: flask-webapp, html-css-javascipt, image-procesing, python, scikit-image
- Language: Python
- Homepage: https://pancard-tampering-detector.onrender.com
- Size: 472 KB
- Stars: 0
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: readme.md
Awesome Lists containing this project
README
# __Pan Card Tampering Detection__
### Built Using
[![Python][python-shield]][python-url]
[![html-css-js][html-css-js-shield]][html-css-js-url]
[![Flask][flask-shield]][flask-url]
[![ScikitImage][scikit-image-shield]][scikit-image-url]
Visit the Web Application deployed on render
## __About__
This is a simple application to detect tampering of Pan Cards using Structural Similarity Index Measure (SSIM). It is used to measure similarity of two images. A Pan Card is tampered if it's SSIM value with original Pan Card template is low.
Original Pan Card template: https://www.thestatesman.com/wp-content/uploads/2019/07/pan-card.jpg
Tampered Pan Card Sample: https://assets1.cleartax-cdn.com/s/img/20170526124335/Pan4.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/Pan-Card-Tampering-Detection.git
```
2. Change Working Directory
```sh
cd Pan-Card-Tampering-Detection
```
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
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 images 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
[scikit-image-shield]: https://raw.githubusercontent.com/Pranav-Nagpure/Support-Repository/master/images/scikit-image-shield.png "Scikit-Image"
[scikit-image-url]: https://scikit-image.org