kijai/ComfyUI-Florence2

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1742 stars · 139 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A ComfyUI custom node plugin that runs Microsoft's Florence-2 vision-language model for image captioning, object detection, segmentation, and document visual question answering. It supports automatic model downloads and various community fine-tunes such as PromptGen and SD3/Flux captioners.

Use cases

• generate captions for images inside comfyui workflows
• run object detection and segmentation with florence-2
• ask questions about scanned receipts and documents
• generate stable diffusion prompts from images
• batch caption images for dataset preparation
• extract text information from forms and letters

When to choose

• you already use ComfyUI and want vision-language inference as nodes
• you need captioning, detection, or DocVQA without writing code
• you want to try community Florence-2 fine-tunes like PromptGen

When to avoid

• you need a standalone CLI or API server rather than ComfyUI nodes
• you don't use ComfyUI and only want raw Florence-2 inference
• you need training or fine-tuning of Florence-2 itself

Facets

plugin · maturity active

machine-learning computer-vision nlp ocr image-processing computer-vision artificial-intelligence image-processing python cross-platform comfyui custom-node florence2 vlm vision-language-model captioning object-detection docvqa stable-diffusion-workflow natural-language-processing desktop

Member repositories

For agents

markdown · JSON · MCP: product_card(name="kijai/ComfyUI-Florence2")