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Comfy UI

Skills

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Training your own lora, 
to let your beloved pet eternal

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ComfyUI x Artist

  • Self-taught in ComfyUI, leveraging both Chinese and English resources to optimize workflows withing my trained eye in art industry.

  • Experienced with open-source models, capable of downloading, testing, and fine-tuning various AI image generation models

  • Applications:

    • Character Design: Generating high-quality concept art using ComfyUI

    • Style Transfer: Adjusting image styles with Lora, ControlNet, and other techniques

    • High-Resolution Enhancement: Utilizing super-resolution methods for finer details

  • Hands-on Experience:

    • Trained custom styles with SDXL and Lora for character-specific designs

    • Developed automated ComfyUI node workflows to improve generation efficiency

F.1 Checkpoint – Image Feature Extraction in ComfyUI

F.1 Checkpoint is a preprocessing node in ComfyUI, designed to analyze and correct image features before being processed by ControlNet or other models. It ensures that the input data is well-structured for precise AI-generated results.

Key Features:

  • Automatic Feature Detection – Extracts key visual elements such as edges, depth, and poses.

  • Enhances ControlNet Accuracy – Provides optimized inputs for better consistency and detail.

  • Supports Multiple Processing Methods – Works with OpenPose, Canny edge detection, Depth estimation, and more.

F.1 Checkpoint functions similarly to the Preprocessor in Stable Diffusion WebUI but offers more flexibility in ComfyUI workflows, making it ideal for advanced users and workflow optimization.

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