ComfyUI With Florence 2 Vision LLM - This Is Not Just A Segmentation Model

ComfyUI With Florence 2 Vision LLM
In this video, I delve into a new LLM - Florence 2, an extraordinary vision foundation model developed by Microsoft. Join me as I discuss its features, demonstrate its capabilities, and guide you through the installation process.

Florence 2: An Image-to-Text Prompt Large Language Model

Florence 2 is trained with the massive FLD-5B dataset, making it one of the most accurate and detailed text generation models for images. In this video, I'll showcase two custom nodes that connect to Florence 2: the KJ version and the Spacepxl version. These custom nodes enable segmentations, image captioning, and object detection.

ComfyUI-Florence-2

Installing Florence 2 Custom Nodes in ComfyUI

Before we dive into the demonstrations, we need to install the Florence 2 custom nodes. Don't worry, I'll guide you through the process step by step. Just head to the ComfyUI manager, search for the custom nodes, click install, and wait for the downloads to complete. Once installed, you'll have the powerful Florence 2 custom nodes at your fingertips.

Exploring the KJ Version of Custom Nodes

Let's start our journey by testing the KJ custom nodes. With just two simple custom nodes, you'll be able to perform segmentations, captionings, and bounding boxes. I'll demonstrate their usage using an example image, providing you with a clear understanding of how these custom nodes enhance your workflow.

Unleash the Power of the Spacepxl Version

Next, we'll explore the Spacepxl version of the Florence 2 custom nodes. These custom nodes offer even more features and functions, allowing you to create diverse and versatile workflows. With separate custom nodes for each capability, you'll have the flexibility to incorporate Florence 2 seamlessly into your ComfyUI projects.

The Time is Now: Experience the Future of AI Image Generation

Florence 2 harnesses the potential of large language models, providing accurate and detailed text descriptions for any element in an AI image. Witness the magic of caption-to-phrase grounding, region captions, and object detection as Florence 2 effortlessly combines text and visuals. Prepare to be amazed by the future of AI image and video generation!

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[crazyleafdesignweb]

that is great stuff! We are getting out of Stable Diffusion with more alternatives.

[reaperhammer]

It will be interesting to see how you integrate this into other workflows as you suggested

[xgxu]

Hi. How did you make the talking head in the corner? Looks pretty good.

It's not wav2lip. V-express? Hallo? I wasn't able to achieve results like this, so I'm very interested. Can you point me in the right direction?

[SageGoatKing]

I don't miss the right click menu bar at all since getting the sidebar where I can pin my favorite nodes, etc.

[kalakala]

nice! I just check the Florence-2 LLM video you did. this AI model looks promising. Can you integrate this with AnimateDiff V2V?

[jairuskersey]

Nice vid. Can you also make a tutorial on how you made the talking avatar in this video? Thanks~

[RamonGuthrie]

Hey can you prompt the Florence2 model on what parts of an image you want to describe?

Example Describe the background only or Describe the person in detail only!

or are there better vision models for this?

[promptaganda]

using spacepxl node, i am getting strange polygons for all images i try to run region to segmentation on. The captioning is working correct. any ideas?

[patagoniakvideodrone]

There are other nodes, I don't remember the name now, but what do you say detect me such a thing, and it generates the automatic mask, (but not square) but with its real contour,

[nkofr]

what's the use of the 'finetuned' versions?

[triojakeson]

Hey bro i wanted to ask about the kling ai video, can u tell me how much time it will take for u to get accepted after getting into waitlist, cz am already in waitlist for one day, just wanna make sure, if u know pls reply thanks?

[bilalalam]

Hi, I would like to use Florence 2 with LM studio

[robd]

I'm sorry but the AI voice you are using sounds awful and the video is very creepy.