1. Workflow Overview

This workflow generates silhouette characters under sunset lighting, combining ICLight (illumination control), ControlNet (pose/depth guidance), and BRIA-RMBG (background removal) to create artistic silhouette effects.

2. Core Models

3. Key Components

4. Workflow Structure

Group 1: Input & Preprocessing

• Input: Source image (e.g., motion-re_00001.png)

• Process:

  • Background removal via BRIA_RMBG

  • Mask refinement with GrowMaskWithBlur

• Output: Transparent-background character image

Group 2: ICLight Illumination

• Input: Text prompt (e.g., "sunset silhouette, side profile")

• Process:

  • ICLightConditioning adjusts lighting

  • FreeU_V2 boosts details

• Output: Latent space with light constraints

Group 3: ControlNet Dual Control

• Inputs:

  • Depth map (from DepthAnythingPreprocessor)

  • Pose map (from DWPreprocessor)

• Output: Image fused with depth/pose conditions

Group 4: Generation & Save

• KSampler Settings: 20 steps, CFG=7.5, DPM++ 2M sampler

• Final Output: 1024x768 silhouette image (saved to ComfyUI/output/)

5. Inputs & Outputs

• Required Inputs:

  • Source character image (PNG)

  • Prompt (e.g., photorealistic, silhouette, beach sunset)

  • Seed value (default: random)

• Final Output:

  • PNG image with sunset silhouette effect

6. Notes

• ⚠️ VRAM Requirement: Minimum 8GB (NVIDIA GPU recommended)

• 💡 Model Missing:

  • If ICLight or ControlNet fails, verify model files are in correct paths

  • BRIA-RMBG downloads automatically on first use

• 🔧 Mask Tuning:

  • Adjust blur_radius in GrowMaskWithBlur for softer edges

• 🌟 Light Intensity:

  • Modify 0.18215 in ICLightConditioning to change contrast