This workflow is a smart AI-powered background creator designed for SDXL, Pony, Illustrious, and NoobAI users. It uses Florence-2’s image understanding and a large language model (LLM) to automatically transform an uploaded image or written scene idea into detailed background prompts — perfect for generating cinematic, atmospheric, or stylized environments.No need to write complex prompts — the workflow automatically builds scene-focused tags that emphasize lighting, mood, architecture, and natural settings, while avoiding people or creatures.<hr /><h3 id="main-features">⚙️ Main Features</h3><ul><li>🖼️ AI Scene Understanding (Florence-2) Reads your image and produces a highly descriptive caption that captures the environment, lighting, and tone.</li><li>✍️ Smart Background Tag Generator (LLM) Converts the raw caption into clean, structured tag prompts ready for SDXL or other diffusion models.</li><li>🌄 Character-Free Backgrounds Automatically removes humans or creatures from tags, keeping the focus entirely on scenery and atmosphere.</li><li>💡 Customizable Style Guidance You can modify the system textbox to guide the LLM — e.g., “cinematic lighting,” “dreamlike fantasy,” “urban nightscape,” etc.</li><li>⚡ Instant Preview Built-in <code>ShowText</code> nodes display both the caption and the final background tags for easy reference or reuse.</li></ul><hr /><h3 id="how-it-works">🧠 How It Works</h3><ol><li>Load an image or describe a scene</li><li>Florence2 generates a detailed caption</li><li>The LLM (NemoMix 12B) refines it into short, comma-separated tags</li><li>Output: professional-quality background prompts you can feed directly into SDXL or any T2I model</li></ol><hr /><h3 id="required-custom-nodes">🧰 Required Custom Nodes</h3><ul><li><code>comfyui-florence2</code></li><li><code>comfyui_vlm_nodes</code></li><li><code>ComfyUI-Chibi-Nodes</code></li><li><code>was-node-suite-comfyui</code></li><li><code>comfyui-custom-scripts</code></li></ul><hr /><h3 id="perfect-for">🎨 Perfect For</h3><ul><li>Creating cinematic background prompts for SDXL or Flux</li><li>Environment concept art generation</li><li>AI video backdrops, game scenes, or storytelling visuals</li><li>Artists who want quick, repeatable scene compositions without manual tagging</li></ul>

Files with SHA256: 5f0799ec15abed6881de21d206c77c8f8373cc295e56763f456b4b4e2196b8f8