ComfyUI Extension: Wizdroid ComfyUI Outfit Selection

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A comprehensive outfit generation system for ComfyUI with AI-powered prompt enhancement and dynamic outfit composition.

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    README

    Wizdroid ComfyUI Outfit Selection

    <p align="center"> <img src="icon.svg" alt="Wizdroid Outfits" width="64" height="64"> </p>

    License: MIT Python 3.8+ ComfyUI GitHub release

    A comprehensive outfit generation system for ComfyUI with AI-powered prompt enhancement and dynamic outfit composition.

    📖 Table of Contents

    🎯 Features

    👗 Dynamic Outfit Generation

    • Female & Male Outfit Nodes: Generate complete outfits with randomization
    • Extensive Customization: 20+ outfit categories (torso, legs, feet, accessories, etc.)
    • Smart Randomization: Intelligent random selection with seed control
    • JSON-Based Data: Easily customizable outfit options via JSON files

    🤖 AI-Powered Prompt Enhancement

    • Ollama LLM Integration: Enhance prompts with local AI models
    • Vision Node Support: Describe images using vision-language models
    • Flexible Styling: Multiple prompt styles and creative modes
    • Professional Quality: Production-ready prompt generation

    🎨 Advanced Customization

    • Seed Management: Fixed, random, increment, and decrement modes
    • Style Controls: Art styles, lighting, cameras, and more
    • Background Options: Diverse scene and environment settings
    • Age & Demographics: Comprehensive character customization
    • Smart Presets: Curated presets per gender that auto-fill only empty fields
    • Makeup UI: Animated, toggleable makeup editor with duplicate/clear controls
    • Avoid Terms: Add negative keywords (e.g., blurry, low-res) to refine outputs
    • Preset Export: Toggle to print a JSON snippet of your current choices to console

    📦 Installation

    Method 1: Git Clone (Recommended)

    cd ComfyUI/custom_nodes/
git clone https://github.com/wizdroid/wizdroid-fashionista.git

    Method 2: Manual Download

    1. Download the latest release from the Releases page
    2. Extract to ComfyUI/custom_nodes/wizdroid-fashionista/

    Method 3: ComfyUI Manager

    1. Open ComfyUI Manager
    2. Search for "ComfyUI Outfit Selection"
    3. Click Install

    🚀 Quick Start

    Basic Usage

    1. Start ComfyUI
    2. Look for nodes under Wizdroid/Outfits category:
      • Female Outfit Node: Generate female outfits
      • Male Outfit Node: Generate male outfits
      • Ollama Prompter: Enhance prompts with AI
      • Simple Ollama: Basic prompt enhancement

    Example Workflow

    [Female Outfit Node] → [Text Output] → [Your Image Generation Model]

    Using Presets

    • Choose a Preset from the dropdown. It fills only fields that are empty/none/random.
    • You can still override any field afterwards.
    • Presets include pose, background, and scene highlights (mood, time, color scheme), plus optional makeup.

    Notes:

    • If a preset references an unknown key, the node logs a warning to help curate data.
    • Presets are loaded from data/presets.json under keys by gender.

    Makeup Editor

    Avoid Terms

    • Use the Avoid field to list items you don’t want (comma-separated or free text).
    • These are appended as “Avoid: ...” in the final prompt.

    Export Preset

    • Toggle “export_preset” to print a preset JSON snippet to the console.
    • Paste under your gender in data/presets.json and give it a name.
    • Click the Makeup field to open the editor.
    • Add items like lipstick, eyeliner, blush, highlighter, etc.
    • Use the Enable/Duplicate/Clear All controls for quick edits.

    📋 Prerequisites

    Core Requirements

    Optional Dependencies

    For AI prompt enhancement features, these packages are required. They can be installed by running:

    pip install -r requirements.txt

    For vision node support:

    • An Ollama installation is required.
    • You will also need to download vision models (e.g., llava, moondream).

    📦 Installation

    MIT License. See LICENSE.

    🧩 Data & Extensibility

    Add or Edit Outfit Options

    • Edit JSON files in data/outfit/<gender>/*.json. Each file contains an attire array of objects with a type string.
    • The node automatically discovers parts and prepends control values: none, random.

    Add Presets

    • Edit data/presets.json:
      • Top-level keys: female, male.
      • Under each, add presets by name mapping to { part_or_option_key: value }.
      • Only keys present as inputs will be applied; others are ignored with a warning.
    • Keep values aligned with available options in the corresponding JSONs (poses/backgrounds included).

    Scene/Style Controls

    • Tunables include: mood, time_of_day, weather, color_scheme, description_style, and creative_scale.
    • Styles are defined under data/styles/ and are easy to extend.

    License

    This project is licensed under the MIT License. See the LICENSE file for details.

    📁 Project Structure

    The project is organized as follows:

    • nodes/: Contains the core ComfyUI node implementations.
    • utils/: Shared utilities for data loading and prompt building.
    • data/: JSON files for outfits, presets, and styles.
    • web/: Custom UI components (CSS, JS).
    • tests/: Unit tests for the project.
    • __init__.py: Registers the custom nodes with ComfyUI.
    • requirements.txt: Lists the Python dependencies.