Styled and Artistic QR-codes

This is a project where we are going to make styled and artistic qr codes with the help of machine learning models

Introduction

See these amazing qr codes the are generated with the help of machine learning models

Since they first came into being decades ago, QR codes have been a great way to share material, including URLs. Although they might be helpful, their appearance is set in stone, resulting in a plethora of bland, colorless QR codes.
That is going to change, though.
Modern image creation methods, such as ControlNets and Stable Diffusion or nural style transfer models, allow us to build amazing-looking QR codes.

Documentation

For creation here we have used 3 different models

1. Nural style transfer

with the help of nural style tranfer here we could alter the qr codes from the base image itself

Style	Output

From the above we can see how the qr image have take in the style of the base image and resulted in in a new styled one

To know futher in detail and use the model for qr code creation follow

git clone --branch https://github.com/deveshruttala/styled-qrcodes.git

2. Nural style transfer with prompt and code images

Style	Output

With the help of enchanced prompt and code image correction techniques we are result the output

To know futher in detail and use the model for qr code creation follow

git clone --branch https://github.com/deveshruttala/styled-qrcodes.git

3. QR codes with Stable diffusion and controlnet

Style	Output

To know futher in detail and use the model for qr code creation follow

git clone --branch https://github.com/deveshruttala/styled-qrcodes.git

Conclusion and credits

We can now take a plain image, like a QR code, and use generative AI to make it into something lovely and personalized. Although this technology is still in its infancy, improvements are constantly being made to the models' quality.

To get effective outcomes with generative AI applications, as with most other applications, experimenting is essential. Therefore, I strongly advise you to experiment with the code and other settings to learn more about the system's operation and make some really awesome QR codes along the way.

I thank you reading! keep making some amazing QR codes

• Credits: artcoder, DionTimmer
• View the repo branches to know in detail of this project and how to make artistic qr codes

Owner : #### Devesh