lightautoml.image

Provides an internal interface for working with image features.

Image Feature Extractors

Image feature extractors based on color histograms and CNN embeddings.

CreateImageFeatures	Class for parallel histogram computation.
TimmModelEmbedder	Class to compute TimmModels embeddings.

PyTorch Image Datasets

ImageTimmDataset	Image for Timm Dataset Class.
DeepTimmImageEmbedder	Timm Transformer for image embeddings.

Utils

pil_loader

Load image from paths.