SegmentationPipeline

`SegmentationPipeline`

Pre-built segmentation pipeline

PARAMETER	DESCRIPTION
`data_fetcher`	data fetcher TYPE: `DataFetcher`
`process_area`	process area TYPE: `ProcessArea`
`data_preprocessor`	data preprocessor TYPE: `DataPreprocessor \| None`
`model`	model TYPE: `SegmentationModel`
`exporter`	exporter TYPE: `SegmentationExporter`
`batch_size`	batch size TYPE: `int` DEFAULT: `1`
`num_workers`	number of workers TYPE: `int` DEFAULT: `4`

Creates a segmentation pipeline from the configuration.

PARAMETER	DESCRIPTION
`config`	configuration TYPE: `SegmentationPipelineConfig`

RETURNS	DESCRIPTION
`SegmentationPipeline`	segmentation pipeline

Runs the segmentation pipeline.

Bases: pydantic.BaseModel

Configuration for the from_config class method of SegmentationPipeline

ATTRIBUTE	DESCRIPTION
`data_fetcher_config`	configuration of the data fetcher TYPE: `DataFetcherConfig`
`process_area_config`	configuration of the process area TYPE: `ProcessAreaConfig`
`data_preprocessor_config`	configuration of the data preprocessor TYPE: `DataPreprocessorConfig \| None`
`segmentation_model_config`	configuration of the model TYPE: `ModelConfig`
`exporter_config`	configuration of the exporter TYPE: `ExporterConfig`
`batch_size`	batch size TYPE: `int`
`num_workers`	number of workers TYPE: `int`

Bases: pydantic.BaseModel

Configuration for data fetchers

ATTRIBUTE	DESCRIPTION
`name`	name of the data fetcher TYPE: `str`
`config`	configuration of the data fetcher TYPE: `CompositeFetcherConfig \| VRTFetcherConfig \| WMSFetcherConfig`

Bases: pydantic.BaseModel

Configuration for data preprocessors

ATTRIBUTE	DESCRIPTION
`name`	name of the data preprocessor TYPE: `str \| None`
`config`	configuration of the data preprocessor TYPE: `CompositePreprocessorConfig \| NormalizePreprocessorConfig \| StandardizePreprocessorConfig \| None`

Bases: pydantic.BaseModel

Configuration for models

ATTRIBUTE	DESCRIPTION
`name`	name of the model TYPE: `str`
`config`	configuration of the model TYPE: `SegmentationModelConfig`

Bases: pydantic.BaseModel

Configuration for exporters

ATTRIBUTE	DESCRIPTION
`name`	name of the exporter TYPE: `str`
`config`	configuration of the exporter TYPE: `SegmentationExporterConfig`