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.

EffNetImageEmbedder

Class to compute EfficientNet embeddings.

PyTorch Image Datasets

ImageDataset

Image Dataset Class.

DeepImageEmbedder

Transformer for image embeddings.

Utils

pil_loader

Load image from pathes.