make_cc_scene#
- make_cc_scene(image_uri: str | list[str], label_vector_uri: str | None = None, class_config: ClassConfig | None = None, aoi_uri: str | list[str] = [], label_vector_default_class_id: int | None = None, image_raster_source_kw: dict = {}, label_vector_source_kw: dict = {}, label_source_kw: dict = {}, scene_id: str | None = None) Scene [source]#
Create a chip classification scene from image and label URIs.
This is a convenience method. For more fine-grained control, it is recommended to use the default constructor.
- Parameters:
image_uri (str | list[str]) – URI or list of URIs of GeoTIFFs to use as the source of image data.
label_vector_uri (str | None) – URI of GeoJSON file to use as the source of segmentation label data. Defaults to
None
.class_config (ClassConfig | None) – The ClassConfig. Must be non-
None
if creating a scene without aLabelSource
. Defaults toNone
.aoi_uri (str | list[str]) – URI or list of URIs of GeoJSONs that specify the area-of-interest. If provided, the dataset will only access data from this area. Defaults to
[]
.label_vector_default_class_id (int | None) – If using
label_vector_uri
and all polygons in that file belong to the same class and they do not contain a class_id property, then use this argument to map all of the polygons to the appropriate class ID. See docs forClassInferenceTransformer
for more details. Defaults toNone
.image_raster_source_kw (dict) – Additional arguments to pass to the
RasterioSource
used for image data. See docs forRasterioSource
for more details. Defaults to{}
.label_vector_source_kw (dict) – Additional arguments to pass to the
GeoJSONVectorSource
used for label data, iflabel_vector_uri
is used. See docs forGeoJSONVectorSource
for more details. Defaults to{}
.label_source_kw (dict) – Additional arguments to pass to the
ChipClassificationLabelSourceConfig
used for label data, iflabel_vector_uri
is set. See docs forChipClassificationLabelSourceConfig
for more details. Defaults to{}
.scene_id (str | None) – Optional scene ID. If
None
, will be randomly generated. Defaults toNone
.
- Returns:
A chip classification scene.
- Return type: