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This workflow demonstrates a fundamental setup for img2img processing using Flux and Florence2.
Perfil de ejecución
Descripción de la fuente
This workflow demonstrates a fundamental setup for img2img processing using Flux and Florence2.
While it doesn't include any advanced features, it serves as a crucial example showing how Florence2 extracts text from images. Understanding this basic structure allows users to build more complex and creative workflows by integrating various nodes.
It's a valuable learning tool for beginners.
If you don't have the Florence2 node, you can easily install it through ComfyUI Manager using the 'Install Missing Custom Nodes' feature.
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이 워크플로우는 Flux와 Florence2를 사용하여 img2img 작업을 수행하는 기본적인 설정을 보여줍니다.
Comentario generado por IA
Explicación generada por IA basada en los detalles de la fuente y la configuración. Las sugerencias están claramente identificadas.
This beginner workflow is for basic image-to-image processing with Flux and Florence2. It takes an image, uses Florence2 to extract text, and includes nodes for image preview, image saving, and text display.
The workflow lists LoadImage, VAEEncode, SamplerCustomAdvanced, Florence2Run, VAEDecode, PreviewImage, and SaveImage.
Florence2 extracts text from images in this basic example, which is presented without advanced features.
Input: an image loaded with LoadImage.
Named outputs include PreviewImage for image preview, SaveImage for image saving, and ShowText|pysssss for text display.
If Florence2 is missing, use ComfyUI Manager’s “Install Missing Custom Nodes” feature to add it.
Sugerencia · sin verificar
This is presented as a basic beginner example without advanced features.
Listed model items are clip_l.safetensors, FLUX_VAE_diffusion_pytorch_model.safetensors, flux1-dev-fp8.safetensors, flux1-dev-Q8_0.gguf, microsoft/Florence-2-base-ft, and t5xxl_fp16.safetensors.
Listed nodes include BasicGuider, BasicScheduler, CLIPTextEncode, DownloadAndLoadFlorence2Model, DualCLIPLoader, DualCLIPLoaderGGUF, Florence2Run, GetImageSizeAndCount, Image Comparer (rgthree), KSamplerSelect, and LoadImage.
Other listed nodes are PreviewImage, RandomNoise, SamplerCustomAdvanced, SaveImage, ShowText|pysssss, Text Find and Replace, UNETLoader, UnetLoaderGGUF, VAEDecode, VAEEncode, and VAELoader.
The listed base model is Flux.1 D, and the model list includes flux1-dev-fp8.safetensors and flux1-dev-Q8_0.gguf.
Before use, verify that Florence2Run, UNETLoader, SaveImage, and Text Find and Replace are available in ComfyUI.
Sugerencia · sin verificar
No license is listed; check applicable usage terms before distributing results.
Sugerencia · sin verificar
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Fuentes
1 fuenteExtractos de fuentes
1 extractoSource context: 559 downloads · Type Workflows · Base model Flux.1 D
특별한 기능은 없지만, Florence2가 이미지에서 텍스트를 추출하는 과정을 명확히 보여주는 중요한 예시입니다. 이 기본 구조를 이해하면 다양한 노드와 연계하여 더 복잡하고 창의적인 워크플로우를 구축할 수 있습니다. 초보자에게 유용한 학습 도구가 될 것입니다.
Florence2 노드가 없다면 ComfyUI Manager에서 'Install Missing Custom Nodes' 기능을 사용하여 쉽게 설치할 수 있습니다
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Requisito de VRAM estimado
Estimación no disponible
32,7 GB en 4 de 11 archivos de modelos. Total de archivos de modelos + 25 % de sobrecarga de carga + 2 GB de margen de ejecución, redondeado hacia arriba.
Requisitos
28 requisitosText encoder · 235 MB · SAFETENSORS · Unknown
DualCLIPLoader
No resueltoText encoder · Unknown
DualCLIPLoaderGGUF
No resueltoText encoder · Unknown
FLUX_VAE_diffusion_pytorch_model.safetensors
No resueltoVAE · Unknown
Checkpoint · 11.5 GB · SAFETENSORS · Unknown
Checkpoint · 11.8 GB · GGUF · fp16 · Unknown
Vision model · Hugging Face · microsoft/Florence-2-base-ft · Florence 2 Base Ft
Text encoder · 9.12 GB · SAFETENSORS · Unknown
VAEDecode
No resueltoVAE · Unknown
VAEEncode
No resueltoVAE · Unknown
VAELoader
No resueltoVAE · Unknown
BasicGuider
No resueltoPaquete de nodos · Unknown
BasicScheduler
No resueltoPaquete de nodos · Unknown
CLIPTextEncode
No resueltoPaquete de nodos · Unknown
Paquete de nodos · Unknown
Florence2Run
No resueltoPaquete de nodos · Unknown
GetImageSizeAndCount
No resueltoPaquete de nodos · Unknown
Image Comparer (rgthree)
No resueltoPaquete de nodos · Unknown
KSamplerSelect
No resueltoPaquete de nodos · Unknown
LoadImage
No resueltoPaquete de nodos · Unknown
PreviewImage
No resueltoPaquete de nodos · Unknown
RandomNoise
No resueltoPaquete de nodos · Unknown
SamplerCustomAdvanced
No resueltoPaquete de nodos · Unknown
SaveImage
No resueltoPaquete de nodos · Unknown
ShowText|pysssss
No resueltoPaquete de nodos · Unknown
Text Find and Replace
No resueltoPaquete de nodos · Unknown
UNETLoader
No resueltoPaquete de nodos · Unknown
UnetLoaderGGUF
No resueltoPaquete de nodos · Unknown
