LoadImageTextSetFromFolderNode - ComfyUI Built-in Node Documentation

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Loads a batch of images and their corresponding text captions from a specified directory for training purposes. The node automatically searches for image files and their associated caption text files, processes the images according to specified resize settings, and encodes the captions using the provided CLIP model.

Inputs

Parameter	Data Type	Required	Range	Description
`folder`	STRING	Yes	-	The folder to load images from.
`clip`	CLIP	Yes	-	The CLIP model used for encoding the text.
`resize_method`	COMBO	No	”None" "Stretch" "Crop" "Pad”	The method used to resize images (default: “None”).
`width`	INT	No	-1 to 10000	The width to resize the images to. -1 means use the original width (default: -1).
`height`	INT	No	-1 to 10000	The height to resize the images to. -1 means use the original height (default: -1).

Note: The CLIP input must be valid and cannot be None. If the CLIP model comes from a checkpoint loader node, ensure the checkpoint contains a valid CLIP or text encoder model.

Outputs

Output Name	Data Type	Description
`IMAGE`	IMAGE	The batch of loaded and processed images.
`CONDITIONING`	CONDITIONING	The encoded conditioning data from the text captions.

LoadImageTextDataSetFromFolder - ComfyUI Built-in Node Documentation

LoadTrainingDataset - ComfyUI Built-in Node Documentation

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Inputs

Outputs