adirik/leditsplusplus 🔢🖼️📝 → 🖼️

▶️ 839 runs 📅 Mar 2024 ⚙️ Cog 0.8.3 🔗 GitHub 📄 Paper ⚖️ License

image-editing image-object-removal

About

LEdits++ for image editing

Example Output

Output

Performance Metrics

11.80s Prediction Time

11.81s Total Time

All Input Parameters

{
  "skip": 0.3,
  "image": "https://replicate.delivery/pbxt/Kdrtkd4IdmtW53B6l9tG1upqxL6xFMhXobvcQ27qayMQFAIA/girl_with_a_pearl_earring.jpeg",
  "edit_threshold": "0.75",
  "editing_prompts": "glasses",
  "edit_warmup_steps": 8,
  "edit_guidance_scale": "3.0",
  "num_inversion_steps": 50,
  "source_guidance_scale": 3.5,
  "reverse_editing_directions": "False"
}

Input Parameters

skip Type: numberDefault: 0.15Range: 0 - 1: Portion of initial steps that will be ignored for inversion and subsequent generation. Lower values will lead to stronger changes to the input image.
image (required) Type: string: Input image to edit.
source_prompt Type: stringDefault:: Prompt describing the input image that will be used for guidance during inversion. Guidance is disabled if the `source_prompt` is ``.
edit_threshold Type: string: Comma separated edit threshold float values for each editing prompt, threshold values should be proportional to the image region that is modified. *optional*, defaults to 0.9 if left empty.
editing_prompts Type: string: Comma separated objects to add, remove or edit. Defaults to None, which inverts and reconstructs the input image.
negative_prompt Type: string: Negative prompt for the first text encoder to guide the image generation. *optional*, defaults to None.
negative_prompt2 Type: string: Negative prompt for the second text encoder to guide the image generation. *optional*, defaults to None if *negative_prompt* is also left empty, alternatively defaults to *negative_prompt* otherwise.
edit_warmup_steps Type: integerDefault: 0Range: 0 - 100: Number of diffusion steps (for each prompt) for which guidance is not applied
edit_guidance_scale Type: string: Comma separated float values for each change specified in editing prompts list. *optional*, defaults to 5 if left empty.
num_inversion_steps Type: integerDefault: 50Range: 1 - 200: Number of image inversion steps.
source_guidance_scale Type: numberDefault: 3.5Range: 1 - 25: Strength of guidance during inversion.
reverse_editing_directions Type: string: Comma separated True or False boolean values indicating whether the corresponding prompt in `editing_prompts` should be increased or decreased to add, remove or edit. *optional*, defaults to `False`

Output Schema

Output

Type: string • Format: uri

Example Execution Logs

Your input images far exceed the default resolution of the underlying diffusion model. The output images may contain severe artifacts! Consider down-sampling the input using the `height` and `width` parameters
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Version Details

Version ID: ea5b4a96d43c51d9b5a579177b9044e631fbb4dbfaae51367a226a65663dfebe
Version Created: March 27, 2024

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