ComfyUI Node: 🐰 Prompt From Image - McPrompty v1 /p

🐰 Prompt From Image - McPrompty v1 /p:

MaraScottPromptFromImage_v1 is a powerful node designed to generate descriptive prompts from images using advanced Vision and Language Models (LLMs). This node leverages state-of-the-art models to analyze the content of an image and produce a textual description or prompt that captures the essence of the visual input. This can be particularly useful for AI artists who want to create detailed and contextually relevant prompts for their creative projects without manually describing each image. By automating the prompt generation process, this node saves time and ensures consistency in the descriptions, enhancing the overall workflow and creative output.

🐰 Prompt From Image - McPrompty v1 /p Input Parameters:

image

This parameter accepts an image input that the node will analyze to generate a prompt. The image should be in a format that is compatible with the Vision LLM model being used. The quality and content of the image will directly impact the accuracy and relevance of the generated prompt.

vision_llm_model

This parameter specifies the Vision LLM Model to be used for analyzing the image. It offers a selection of pre-trained models, with the default being microsoft/Florence-2-large. The choice of model can affect the quality and style of the generated prompt, so selecting a model that aligns with your specific needs is important.

llm_model

This parameter defines the Language Model to be used for generating the textual prompt from the image analysis. The default model is llama3-70b-8192. Different models may produce varying levels of detail and stylistic differences in the prompts, so experimenting with different models can help achieve the desired output.

🐰 Prompt From Image - McPrompty v1 /p Output Parameters:

Prompt

The output parameter Prompt is a string that contains the generated textual description or prompt based on the input image. This prompt can be used directly in creative projects or further refined as needed. The quality and relevance of the prompt depend on the input image and the selected models.

🐰 Prompt From Image - McPrompty v1 /p Usage Tips:

• Ensure that the input image is clear and relevant to the desired prompt to achieve the best results.
• Experiment with different Vision LLM and Language Models to find the combination that best suits your creative needs.
• Use high-quality images to improve the accuracy and detail of the generated prompts.

🐰 Prompt From Image - McPrompty v1 /p Common Errors and Solutions:

Error: Invalid image format

• Explanation: The input image is not in a format supported by the Vision LLM model.
• Solution: Convert the image to a compatible format such as JPEG or PNG and try again.

Error: Model not found

• Explanation: The specified Vision LLM or Language Model is not available or incorrectly specified.
• Solution: Verify the model names and ensure they are correctly spelled and available in the system.

Error: Image processing failed

• Explanation: There was an issue processing the input image, possibly due to its size or quality.
• Solution: Use a smaller or higher-quality image and ensure it meets the model's requirements.