---
layout: page
title: "huggingface.image_to_image Nodes"
---


This namespace contains 23 node(s).

## Available Nodes

- **[AutoPipeline Inpainting](inpaint.md)** - Performs inpainting on images using AutoPipeline for Inpainting.
    This node automatically dete...
- **[Flux Fill](fluxfill.md)** - Performs image inpainting/filling using FLUX Fill models with support for GGUF quantization.
    ...
- **[Flux Kontext](fluxkontext.md)** - Performs image editing using FLUX Kontext models for context-aware image generation.
    image, e...
- **[Flux Prior Redux](fluxpriorredux.md)** - Performs image transformation using FLUX Prior Redux pipeline for image-conditioned generation.
 ...
- **[Image to Image](imagetoimage.md)** - Transforms existing images based on text prompts using AutoPipeline for Image-to-Image.
    This ...
- **[Load Image To Image Model](loadimagetoimagemodel.md)** - Load HuggingFace model for image-to-image generation from a repo_id.

    Use cases:
    - Loads ...
- **[OmniGen](omnigen.md)** - Generates and edits images using the OmniGen model, supporting multimodal inputs.
    image, gene...
- **[Qwen Image Edit](qwenimageedit.md)** - Performs image editing using the Qwen Image Edit model with support for GGUF quantization.
    im...
- **[Real ESRGAN](realesrgan.md)** - Performs image super-resolution using the RealESRGAN model.
    image, super-resolution, enhancem...
- **[Stable Diffusion (Img2Img)](stablediffusionimg2img.md)** - Transforms existing images based on text prompts using Stable Diffusion.
    image, generation, i...
- **[Stable Diffusion (Inpaint)](stablediffusioninpaint.md)** - Performs inpainting on images using Stable Diffusion.
    image, inpainting, SD

    Use cases:
 ...
- **[Stable Diffusion 4x Upscale](stablediffusionupscale.md)** - Upscales an image using Stable Diffusion 4x upscaler.
    image, upscaling, stable-diffusion, SD
...
- **[Stable Diffusion ControlNet](stablediffusioncontrolnet.md)** - Generates images using Stable Diffusion with ControlNet guidance.
    image, generation, text-to-...
- **[Stable Diffusion ControlNet (Img2Img)](stablediffusioncontrolnetimg2img.md)** - Transforms existing images using Stable Diffusion with ControlNet guidance.
    image, generation...
- **[Stable Diffusion ControlNet Inpaint](stablediffusioncontrolnetinpaint.md)** - Performs inpainting on images using Stable Diffusion with ControlNet guidance.
    image, inpaint...
- **[Stable Diffusion Latent Upscaler](stablediffusionlatentupscaler.md)** - Upscales Stable Diffusion latents (x2) using the SD Latent Upscaler pipeline.
    tensor, upscali...
- **[Stable Diffusion XL (Img2Img)](stablediffusionxlimg2img.md)** - Transforms existing images based on text prompts using Stable Diffusion XL.
    image, generation...
- **[Stable Diffusion XL (Inpaint)](stablediffusionxlinpainting.md)** - Performs inpainting on images using Stable Diffusion XL.
    image, inpainting, SDXL

    Use cas...
- **[Stable Diffusion XL ControlNet](stablediffusionxlcontrolnet.md)** - Generates images using Stable Diffusion XL with ControlNet guidance.
    image, generation, text-...
- **[Stable Diffusion XL ControlNet (Img2Img)](stablediffusionxlcontrolnetimg2img.md)** - Transforms existing images using Stable Diffusion XL with ControlNet guidance.
    image, generat...
- **[Swin2SR](swin2sr.md)** - Performs image super-resolution using the Swin2SR model.
    image, super-resolution, enhancement...
- **[VAE Decode](vaedecode.md)** - Decodes latents into an image using a VAE.
    tensor (TorchTensor) -> image
- **[VAE Encode](vaeencode.md)** - Encodes an image into latents using a VAE.
    image -> tensor (TorchTensor)
