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.
Explainer About Florence-2 : • Florence-2 And Deepsee...
Workflows In This Tutorial : / 106792381
ComfyUI-Florence-2
huggingface.co/microsoft/Flor...
arxiv.org/abs/2311.06242
github.com/spacepxl/ComfyUI-F...
github.com/kijai/ComfyUI-Flor...
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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