ComfyUI Node: Aesthetic Select

Aesthetic Select:

The Zuellni Aesthetic Select node is designed to help you curate and select images, latents, and masks based on aesthetic criteria. This node leverages various models to evaluate and score your inputs, allowing you to filter and choose the best ones according to your specified count. It is particularly useful for AI artists who want to automate the process of selecting the most visually appealing or stylistically consistent images from a larger set. By using this node, you can streamline your workflow and ensure that your final outputs meet your aesthetic standards.

Aesthetic Select Input Parameters:

count

The count parameter specifies the number of top results you want to select based on the aesthetic evaluation. It is an integer value with a default of 1, a minimum of 0, and a maximum of 64. This parameter directly impacts how many images, latents, or masks will be returned after processing.

images

The images parameter is optional and accepts image inputs that you want to evaluate. If provided, these images will be scored based on the selected models.

latents

The latents parameter is optional and accepts latent representations of images. These latents will be evaluated and scored similarly to images if provided.

masks

The masks parameter is optional and accepts mask inputs. These masks will be evaluated and scored if provided.

models

The models parameter is optional and accepts a list of models that will be used to evaluate the inputs. These models determine the criteria and weights for scoring the images, latents, or masks.

Aesthetic Select Output Parameters:

IMAGES

The IMAGES output parameter returns the selected images based on the aesthetic evaluation. These are the top images that meet your specified count and aesthetic criteria.

LATENTS

The LATENTS output parameter returns the selected latent representations of images. These are the top latents that meet your specified count and aesthetic criteria.

MASKS

The MASKS output parameter returns the selected masks based on the aesthetic evaluation. These are the top masks that meet your specified count and aesthetic criteria.

SCORES

The SCORES output parameter returns a string representation of the scores for the selected inputs. This string provides a summary of how each input was evaluated and ranked.

Aesthetic Select Usage Tips:

• To get the best results, ensure that you provide high-quality images, latents, or masks as inputs.
• Experiment with different models to see which ones best match your aesthetic preferences.
• Use the count parameter to control the number of top results you want to select, especially when working with large datasets.

Aesthetic Select Common Errors and Solutions:

"InterruptProcessingException"

• Explanation: This error occurs when the count parameter is set to 0.
• Solution: Ensure that the count parameter is set to a value greater than 0.

"No images or models provided"

• Explanation: This error occurs when neither images nor models are provided as inputs.
• Solution: Make sure to provide at least one image and one model for the node to process.

"Invalid model configuration"

• Explanation: This error occurs when the models provided do not match the expected configuration.
• Solution: Verify that the models you are using are correctly configured and compatible with the node.