Wiro - Depth To Image Sd icon

Wiro - Depth To Image Sd

Create variations of an image while preserving shape and depth

Wiro - Depth To Image Sd

AI-generated

Overview

This node integrates with the Wiro API to create variations of an image while preserving its shape and depth using a depth-to-image stable diffusion model. It is useful for generating new images based on an input image URL and a text prompt, with options to customize the generation process such as number of outputs, inference steps, guidance scale, strength, seed, scheduler type, and output dimensions. Practical applications include creative image generation, artistic variations, and AI-assisted design.

Use Case Examples

  1. Generate multiple variations of an input image by providing a prompt and adjusting parameters like strength and guidance scale.
  2. Use the node to create depth-preserving image transformations for artistic projects or content creation.

Properties

Name Meaning
Select Model The model to be used for image generation.
Select Model Private Private model selection for image generation.
Input Image URL URL of the input image to be used as the base for generating variations.
Prompt Text prompt guiding the image generation process.
Negativeprompt Text prompt specifying elements to avoid in the generated image.
Numberofoutputs Number of output images to generate.
Inferencesteps Number of inference steps for the generation process.
Guidancescale Guidance scale controlling the adherence to the prompt.
Strength Strength parameter influencing the variation from the input image.
Seed Seed value for random number generation to ensure reproducibility.
Scheduler Scheduler algorithm used during image generation.
Width Width of the output image.
Height Height of the output image.

Output

JSON

  • taskid - Identifier of the image generation task.
  • url - URL of the generated image after task completion.
  • status - Status of the image generation task (e.g., completed, failed).

Dependencies

  • Wiro API with API key and secret for authentication

Troubleshooting

  • If the node throws an error indicating missing or invalid task ID or socket access token, verify that the Wiro API credentials are correctly configured and that the API service is reachable.
  • If the task status returns 'failed', check the input parameters for correctness and ensure the input image URL is accessible.
  • Network or authentication errors may occur if the API key or secret are invalid or expired; update credentials accordingly.

Discussion