How to Create an QRCode Art

This repository provides a comprehensive guide on how to create QR codes Art using Stable Diffusion.

📚 Table of Contents

Prerequisites
Open WebUI
QR Code Generation
Others

⚙️ Prerequisites

Download this repository and open AI-QRCode.ipynb with Google Colab.
Open Resources and set the Hardware accelerator to GPU.

🕸️ Open WebUI

Follow the steps in the code to open the Public URL.

Navigate to Settings and ControlNet. Make sure Multi ControlNet: Max models amount is set to more than 2 (default is 3), then click Apply settings and Reload UI.

🎨 QR Code Generation

Follow the steps below to generate your QR code Art:

Open ControlNet -> ControlNet Unit 0 and upload your QRCode.
Adjust your settings as follows:
- set the preprocessor to [invert] if your image has a white background and black lines to Enable
- Set Preprocessor to inpaint_global_harmonious.
- Set Model to control_v1p_sd15_brightness [5f6aa6ed].
- Set Control Weight to 0.35.
Open ControlNet -> ControlNet Unit 1 and upload your QRCode, then adjust your settings as follows:
- set the preprocessor to [invert] if your image has a white background and black lines to Enable
- Set Preprocessor to inpaint_global_harmonious.
- Set Model to control_v11f1e_sd15_tile [a371b31b].
- Set Control Weight to 0.55.
- Set Starting Control Step to 0.35.
- Set Ending Control Step to 0.75.
Prompt your QR Code image to be generated. For instance:
- Prompt: masterpiece, best quality, Japanese house, tree, and city background
- Nagative Prompt: UnrealisticDream, FastNegativeEmbedding

📌 Others

The style of the generated image heavily depends on the Stable Diffusion checkpoint. You can change the checkpoint to generate a QR code image with a different style.

You can add more checkpoints by modifying these lines of code:

To download checkpoints, run curl -Lo filename.safetensors downloadLink and move the downloaded file into the /content/microsoftexcel/models/Stable-diffusion folder.