This workflow demonstrates a fundamental setup for img2img processing using Flux and Florence2.
Profil d'exécution
Description de la source
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.
Commentaire généré par l’IA
Explication générée par l’IA à partir des détails de la source et de la configuration. Les suggestions sont clairement signalées.
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.
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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.
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No license is listed; check applicable usage terms before distributing results.
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Sources
1 sourceExtraits de sources
1 extraitSource 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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Estimation des besoins VRAM
Estimation indisponible
32,7 GB sur 4 de 11 fichiers de modèle. Total des fichiers du modèle + 25 % de surcharge de chargement + 2 Go de tampon d'exécution, arrondi à l'unité supérieure.
Exigences
Exigences 28Text encoder · 235 MB · SAFETENSORS · Unknown
DualCLIPLoader
Non résoluText encoder · Unknown
DualCLIPLoaderGGUF
Non résoluText encoder · Unknown
FLUX_VAE_diffusion_pytorch_model.safetensors
Non résoluVAE · 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
Non résoluVAE · Unknown
VAEEncode
Non résoluVAE · Unknown
VAELoader
Non résoluVAE · Unknown
BasicGuider
Non résoluPack de nœud · Unknown
BasicScheduler
Non résoluPack de nœud · Unknown
CLIPTextEncode
Non résoluPack de nœud · Unknown
DownloadAndLoadFlorence2Model
Pack de nœud · Unknown
Florence2Run
Non résoluPack de nœud · Unknown
GetImageSizeAndCount
Non résoluPack de nœud · Unknown
Image Comparer (rgthree)
Non résoluPack de nœud · Unknown
KSamplerSelect
Non résoluPack de nœud · Unknown
LoadImage
Non résoluPack de nœud · Unknown
PreviewImage
Non résoluPack de nœud · Unknown
RandomNoise
Non résoluPack de nœud · Unknown
SamplerCustomAdvanced
Non résoluPack de nœud · Unknown
SaveImage
Non résoluPack de nœud · Unknown
ShowText|pysssss
Non résoluPack de nœud · Unknown
Text Find and Replace
Non résoluPack de nœud · Unknown
UNETLoader
Non résoluPack de nœud · Unknown
UnetLoaderGGUF
Non résoluPack de nœud · Unknown