Comfyui image to prompt florence. No complex setups and dependency issues.

Comfyui image to prompt florence. It demonstrates how to enhance image quality with the Dev and Schnell versions, integrate large language models (LLMs) for prompt enhancement, and utilize image-to-image capabilities. Interestingly, Flux isn't interpreting the Created by: Apex Artist: using florence 2 to generate the prompt automatically very controlled img to img even for resize. It is an advanced image captioning tool based on the Microsoft Florence-2 Model and fine-tuned to perfection. It leverages our FLD-5B dataset, containing 5. Florence-2-base-PromptGen is trained on such a purpose as aiming to improve the tagging experience and accuracy of the prompt and tagging job. Mar 23, 2025 · ComfyUI-Florence2 Introduction ComfyUI-Florence2 is an advanced extension designed to enhance your AI art creation experience by leveraging the powerful Florence-2 vision foundation model. I took this a step further by using Florence2 to automatically generate captions for images I found on Google, then directly fed that text into Flux's prompt box. Seamless integration with ComfyUI workflows. No complex setups and dependency issues. Support for various prompt styles and customization options. In this tutorial, I'm teaching you how to set up an Image to Prompt workflow in ComfyUI, because writing your own prompts is apparently too hard. Why another tagging model? Created by: Yuri Daltro: Upload an image, generate image captions with Florence, and transform it into a new image using the Flux checkpoint. Florence-2 can interpret simple text prompts to perform tasks like captioning, object detection, and segmentation. Run ComfyUI workflows in the Cloud! No downloads or installs are required. Pay only for active GPU usage, not idle time. Apr 4, 2025 · Transform images into descriptive text prompts using Florence2 model for AI artists, enabling seamless integration of visual content into text-based workflows. Flux Image Caption Node: Utilizes the Florence-2 model to generate detailed captions for input images. Aug 7, 2024 · TLDR This video explores advanced image generation techniques using Flux models in ComfyUI. The tutorial covers installing necessary nodes, customizing workflows, and employing AI like Florence for automatic Features Flux Prompt Generator Node: Generates detailed prompts for image generation, with customizable parameters and styles. Can clean image and modify more this is the base for image to image. The LayerUtility: Florence2Image2Prompt node is an essential component of ComfyUI designed to convert images into text prompts. This extension allows you to perform a wide range of vision and vision-language tasks using simple text prompts. It is an advanced image captioning tool based on the Microsoft Florence-2 Model Base and fine-tuned to perfection. Whether you need to generate image captions, detect objects, or segment images, ComfyUI Florence-2-base-PromptGen Florence-2-base-PromptGen is a model trained for MiaoshouAI Tagger for ComfyUI. . This node helps trigger various processes within ComfyUI workflows, making it easier for users to derive meaningful prompts from existing images. The outcome? Highly detailed and accurate descriptions of the reference images. Florence-2-base-PromptGen is a model trained for MiaoshouAI Tagger for ComfyUI. 4 billion annotations across 126 million images, to master multi-task learning. Why another tagging model? Most vision models today are trained mainly for general vision recognition purposes, but when doing prompting and image tagging for model training, the Created by: Leonardo Cunha: With the recent introduction of Flux, prompting has become significantly easier. The model is trained based on images and cleaned tags from Civitai so that the end result for tagging the images are the prompts you use to generate these images. wg76 7ppe u7 2bx4 oxm aid wcpssc ocp n3mf b32o1m