eurocropsml.dataset.config.EuroCropsSplit¶

class EuroCropsSplit(*, base_name: str, data_dir: Path, random_seed: int, num_samples: dict[str, str | int | list[int | str]], meadow_class: int | None = None, satellite: list[Literal['S1', 'S2']] = ['S2'], year: int = 2021, benchmark: bool = False, pretrain_classes: dict[str, list[int]], finetune_classes: dict[str, list[int]] = {}, pretrain_regions: list[str], finetune_regions: list[str] = [])¶

Bases: BaseModel

Configuration for building EuroCrops splits.

Methods

relative_path(v)

Interpret relative paths w.r.t.

Attributes

`model_config`	Configuration for the model, should be a dictionary conforming to `ConfigDict`.
`base_name`
`data_dir`
`random_seed`
`num_samples`
`meadow_class`
`satellite`
`year`
`benchmark`
`pretrain_classes`
`finetune_classes`
`pretrain_regions`
`finetune_regions`