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[FLUX] Florence2 img2img basic workflow (for beginner)

This workflow demonstrates a fundamental setup for img2img processing using Flux and Florence2.

Quellecivitai.com/models/1035986

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Laufzeitprofil

Zugriff: Externer Arbeitsablauf
Status: Aufgelistet
Quelle: Civitai
Aktualisiert: 20. Juli 2026

Quellenbeschreibung

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.

KI-generierter Kommentar

KI-generierte Erklärung auf Grundlage von Quellen- und Konfigurationsdetails. Vorschläge sind klar gekennzeichnet.

Zweck

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.

Fluss

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.

Eingaben und Ausgaben

Input: an image loaded with LoadImage.
Named outputs include PreviewImage for image preview, SaveImage for image saving, and ShowText|pysssss for text display.

Einrichtung

If Florence2 is missing, use ComfyUI Manager’s “Install Missing Custom Nodes” feature to add it.
Vorschlag · nicht geprüft
This is presented as a basic beginner example without advanced features.

Abhängigkeiten

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.

Konfiguration

The listed base model is Flux.1 D, and the model list includes flux1-dev-fp8.safetensors and flux1-dev-Q8_0.gguf.

Vorsichtsmaßnahmen

Before use, verify that Florence2Run, UNETLoader, SaveImage, and Text Find and Replace are available in ComfyUI.
Vorschlag · nicht geprüft
No license is listed; check applicable usage terms before distributing results.
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Quellen

1 Quelle

CivitaiPrimär

civitai.com/models/1035986

Verifiziert 20. Juli

Quellenauszüge

1 Auszug

Note20. Julicivitai.com/models/1035986

Source context: 559 downloads · Type Workflows · Base model Flux.1 D