langchain_community.document_loaders.image_captions.ImageCaptionLoader¶
class langchain_community.document_loaders.image_captions.ImageCaptionLoader(images: Union[str, bytes, List[Union[str, bytes]]], blip_processor: str = 'Salesforce/blip-image-captioning-base', blip_model: str = 'Salesforce/blip-image-captioning-base')[source]¶
Load image captions.
By default, the loader utilizes the pre-trained
Salesforce BLIP image captioning model.
https://huggingface.co/Salesforce/blip-image-captioning-base
Initialize with a list of image data (bytes) or file paths
Parameters
images – Either a single image or a list of images. Accepts
image data (bytes) or file paths to images.
blip_processor – The name of the pre-trained BLIP processor.
blip_model – The name of the pre-trained BLIP model.
Methods
__init__(images[, blip_processor, blip_model])
Initialize with a list of image data (bytes) or file paths
lazy_load()
A lazy loader for Documents.
load()
Load from a list of image data or file paths
load_and_split([text_splitter])
Load Documents and split into chunks.
__init__(images: Union[str, bytes, List[Union[str, bytes]]], blip_processor: str = 'Salesforce/blip-image-captioning-base', blip_model: str = 'Salesforce/blip-image-captioning-base')[source]¶
Initialize with a list of image data (bytes) or file paths
Parameters
images – Either a single image or a list of images. Accepts
image data (bytes) or file paths to images.
blip_processor – The name of the pre-trained BLIP processor.
blip_model – The name of the pre-trained BLIP model.