Introduction
This workflow helps you create clean and elegant Korean comic-style line art with simple yet expressive strokes. Perfect for generating detailed black-and-white sketches of characters, pets, and everyday scenes, it delivers smooth lines and subtle shading, capturing the minimalistic and refined beauty of Korean webtoon illustrations.
FLUX.1-dev-ControlNet
FLUX.1-dev-ControlNet is a cutting-edge development tool designed to integrate the advanced capabilities of ControlNet into image generation workflows. By combining the power of pre-trained diffusion models (e.g., Stable Diffusion) with enhanced control mechanisms, it enables users to have greater precision and flexibility in generating and editing images.
Read more:
https://huggingface.co/InstantX/FLUX.1-dev-Controlnet-Canny
https://huggingface.co/Shakker-Labs/FLUX.1-dev-ControlNet-Union-Pro
Workflow Overview
How to use this workflow?
Step 1: Load Input Images
Upload images using the Load Image nodes. Use full-body images for better composition.
Step 2: Auto-Generating Prompts from Images
String Function creates text prompts based on user input, making it simple to control and adjust tasks. Florence2Run uses these prompts with visual features to create images that match the description.
Step 3：IP-Adapter (Style/Identity Extraction)
IP-Adapter takes high-level features from the input image (such as facial and identity features) and passes them to the generation module, ensuring that the generated target image remains consistent with the input image in terms of identity and style. We have already uploaded the style reference image here, so you don't need to make any changes.
Step 4：ControlNet Module
Using ControlNet to convert images into controllable features (such as outlines) provides control conditions for subsequent generation.
Step 5: Export Final Output
Use the Preview Image node to check the final illustration. Then save the line art using the Save Image node.
Important Note
Avoid using ComfyUI version 0.3.7 as it is currently incompatible with this workflow. Use a compatible version to ensure smooth execution and results.