Wiro - Instant Id Controlnet Lora icon

Wiro - Instant Id Controlnet Lora

InstantID is a method to achieve ID-preserving generation with only single image. Alternatively

Wiro - Instant Id Controlnet Lora

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Overview

This node integrates with the Wiro API to perform image generation using the Instant ID Controlnet Lora method, which preserves the identity of a single input image during generation. It is useful for scenarios where users want to generate new images based on an existing image while maintaining its identity, such as creative image editing, AI-assisted art generation, or personalized content creation.

Use Case Examples

  1. Generating new images that preserve the identity of a given input image using various models and controlnet configurations.
  2. Applying LoRA models and custom schedulers to influence the image generation process.
  3. Using prompts and negative prompts to guide the generation output.

Properties

Name Meaning
Select Model The main model to use for image generation.
Select Model Private A private model option for image generation.
Select Lora Model A LoRA model to apply during generation.
Select Lora Model Private A private LoRA model option.
Lo RA Model Url A direct URL to a LoRA model file (.safetensors) to apply during generation.
Input Image URL The URL of the input image to preserve identity from during generation.
Select Controlnet Model One or more Controlnet models to use during generation.
Prompt The text prompt guiding the image generation.
Negativeprompt A negative prompt to influence the generation by specifying undesired elements.
Inferencesteps The number of inference steps to perform during generation.
Guidancescale The guidance scale to control the influence of the prompt.
Ip Adapter Scale The scale for the IP adapter during generation.
Samples The number of samples to generate.
Seed A seed value for reproducible generation results.
Scheduler The scheduler algorithm to use during generation.

Output

JSON

  • taskid - The unique identifier of the generation task.
  • url - The URL of the generated image once the task is completed.
  • status - The status of the generation task, e.g., 'completed' or '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 correct and the API is reachable.
  • Ensure that required parameters like 'Input Image URL', 'Prompt', and 'Select Controlnet Model' are provided, as they are mandatory.
  • If the task status returns 'failed', check the input parameters and model selections for correctness and compatibility.

Discussion