eurocropsml.dataset.base.custom_collate_fn

custom_collate_fn(batch: Sequence[LabelledData], padding_value_data: float = 0.0, padding_value_no_data: int = -1) → LabelledData

Collate function for batch creation within data loader.

Used to create batches from a dataset’s DataItem.

Parameters:

  • batch – List of DataItem from dataset

  • padding_value_data – Value used for padding the data series.

  • padding_value_no_data – Value used for padding tensors except for data.

Returns:

New DataItem with batched data.