Type: comfy.image_to_image.StableDiffusionImageToImage
Namespace: comfy.image_to_image
Description
Transforms existing images based on text prompts using Stable Diffusion. image, image-to-image, generative AI, stable diffusion, SD1.5
This node is strictly image-to-image: it requires an input image.
Properties
| Property | Type | Description | Default |
|---|---|---|---|
| model | hf.text_to_image |
The model to use. | {'type': 'hf.text_to_image', 'repo_id': '', 'path': None, 'variant': None, 'allow_patterns': None, 'ignore_patterns': None} |
| prompt | str |
The prompt to use. | `` |
| negative_prompt | str |
The negative prompt to use. | `` |
| seed | int |
0 |
|
| guidance_scale | float |
7.0 |
|
| num_inference_steps | int |
30 |
|
| width | int |
768 |
|
| height | int |
768 |
|
| scheduler | Enum['normal', 'karras', 'exponential', 'sgm_uniform', 'simple', 'ddim_uniform', 'beta', 'linear_quadratic'] |
exponential |
|
| sampler | Enum['ddim', 'ddpm', 'dpm_2', 'dpm_2_ancestral', 'dpm_adaptive', 'dpm_fast', 'dpmpp_2m', 'dpmpp_2m_sde', 'dpmpp_2m_sde_gpu', 'dpmpp_2s_ancestral', 'dpmpp_3m_sde', 'dpmpp_3m_sde_gpu', 'dpmpp_sde', 'dpmpp_sde_gpu', 'euler', 'euler_ancestral', 'heun', 'heunpp2', 'lcm', 'lms', 'uni_pc', 'uni_pc_bh2'] |
euler_ancestral |
|
| loras | List[comfy.lora_config] |
List of LoRA models to apply | [] |
| input_image | image |
Input image for img2img | {'type': 'image', 'uri': '', 'asset_id': None, 'data': None} |
| mask_image | image |
Mask image for img2img (optional) | {'type': 'image', 'uri': '', 'asset_id': None, 'data': None} |
| grow_mask_by | int |
6 |
|
| denoise | float |
1.0 |
Outputs
| Output | Type | Description |
|---|---|---|
| output | image |
Metadata
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