data

Datasets and functions for handling and synthetically generating high-low-resolution image pairs.

Datasets that do not take in paired data can be used in “LR mode” for predictions (skipping crappification and data transforms), where the dataset loads only unmodified low-resolution images. Usage is specific to individual datasets.

If you are using multidimensional or time series images, consider learning Advanced Dataloading.

Users are recommended to keep dataloading resolutions to a power of 2 even if the raw input images have a different size. This is elaborated in models.

Modules

from pssr.data import ...

• ImageDataset
• SlidingDataset
• PairedImageDataset
• PairedSlidingDataset
• preprocess_dataset