Introduction
This workflow uses AI tools like LoRA, FluxGuidance, and ComfyUI to create and apply logos to items quickly. It combines text prompts, diffusion models, and inpainting to make high-quality logos and add them to products or mockups easily.
In-Context-LoRA: Visual Identity Design
The In-Context-LoRA Visual Identity Design model is the key component of this workflow. It specializes in adapting logos to different objects while maintaining scalability and modern design principles. The model works seamlessly with ComfyUI to provide flexibility, enabling tailored results based on user prompts and preferences.
Read more and download: https://github.com/ali-vilab/In-Context-LoRA.git
Workflow Overview
How to use this workflow?
Step 1: Load Image
Use the Load Image node to upload your logo image.
Step2: Enter Prompt
Write the prompt words according to the rules, roughly as follows:
This is a picture of xxx and xxx.
[IMAGE1]: Describe the logo (e.g., "a minimalist logo with a blue background and bold text").
[IMAGE2]: Describe the product (e.g., "a white ceramic mug with the logo printed on the side").
Step 3: Load the LoRA Model
Use the LoraLoaderModelOnly node to load the Visual Identity Design model. This step ensures the logo is applied to the product in a visually appealing and practical way.
Step 4: Guided Refinement
Utilize the FluxGuidance node to refine the generated image. Adjust parameters like guidance scale to achieve the desired visual style and precision.
Step 5: Preview and Save
Save the finalized logo using the Save Image node, adjusting the resolution and file format as necessary.
