Preview for Create Consistent Character Sheets Using Flux
Create Consistent Character Sheets Using Flux workflow diagram

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Description

This workflow utilizes the Flux in ComfyUI to generate consistent character sheets with precise facial and body details. It combines Flux models, ControlNet, and Face Detailer to maintain uniformity across different poses, angles, and expressions.


🎯 Features

  • Flux-Based Image Generation – Uses the Flux model and Lora to ensure high-quality image consistency.
  • Character Sheet Creation – Generates front, side, and back views for uniform character design.
  • Expression Control – Produces various facial expressions while keeping features intact.
  • Fine-Tuned Detail EnhancementFace Detailer and Body Fixing ensure sharpness and realism.
  • ControlNet Integration – Guides pose and structure for accurate character representation.

💡 Use Cases

  • Character Design – Ideal for game assets, animation, and digital art.
  • AI-Generated Portraits – Ensures consistency across multiple character poses.
  • Storyboarding & Comics – Maintains character uniformity throughout a scene.

⚙️ How It Works

  1. Setup & Load Models
  • Load Flux GGUF model and Flux Lora for character consistency.
  • Use ControlNet Union model to define character poses.
  1. Generate Initial Images
  • Set the prompt for a character with different angles and expressions.
  • Run the first sampling process using Flux with KSampler.
  1. Refine Facial Details
  • Apply Face Detailer to enhance features and maintain realism.
  • Use Ultralytics Detector for precise facial bounding.
  1. Fix Body Structure & Compare
  • Process images through Body Fixing to align anatomy.
  • Compare Flux results vs. refined images using Image Comparer.
  1. Final Processing & Save Output
  • Decode final latent images with VAE and save character sheet results.
  • Export and review consistent character sheets for various applications.

Credits: CG Pixel

Models

FileDestinationSource
t5xxl_fp8_e4m3fn.safetensors/ComfyUI/models/clipDownload
clip_l.safetensors/ComfyUI/models/clipDownload
flux1-dev-Q4_K_S.gguf/ComfyUI/models/unetDownload
juggernautXL_v9Rdphoto2Lightning.safetensors/ComfyUI/models/checkpointsDownload
Controlnet union_promax.safetensors/ComfyUI/models/controlnetDownload
ae.safetensors/ComfyUI/models/vaeDownload
xlabs_flux_realism_lora_comfui.safetensors/ComfyUI/models/lorasDownload
face_yolov8m.pt/ComfyUI/models/ultralytics/bboxDownload

Nodes

SaveImageRerouteAnything EverywhereRandomNoiseKSamplerSelectDualCLIPLoaderVAEEncodeSamplerCustomAdvancedCLIPTextEncodeVAEDecodeUnetLoaderGGUFFaceDetailerCheckpointLoaderSimpleImage Comparer (rgthree)KSamplerBasicGuiderBasicSchedulerOpenposePreprocessorControlNetLoaderSDXLEmptyLatentSizePicker+NoteControlNetApplyAdvancedVAELoaderPreviewImageLoraLoaderUltralyticsDetectorProviderLoadImage