load_historical_data¶
-
museotoolbox.datasets.
load_historical_data
(return_X_y=False, return_X_y_g=False, centroid=False, low_res=False)[source]¶ Get a sample of a french Historical map made by the army (carte d’état-major). These maps are used to identify forest in the 1800’s.
Field of the vector containning the label class is Class.
Classes
5
Samples total
12647
Number of polygons
17
Dimensionality
3
Features
integer
- Parameters
return_X_y (boolean, default=False.) – If True, returns
(data, target)
instead of a path of files.centroid (boolean, default=False.) – If True, return the path of the centroid for each feature.
- Returns
raster,vector (list of str.) – Return path of raster and vector files.
(data, target) (tuple if
return_X_y
is True)
References
https://github.com/nkarasiak/HistoricalMap
Examples
>>> X, y = load_historical_data(return_X_y=True) >>> X.shape, y.shape (12647, 3) (12647,) >>> raster,vector = load_historical_data() >>> raster /mnt/DATA/lib/MuseoToolBox/museotoolbox/datasets/_historicalmap/map_compress.tif >>> vector /mnt/DATA/lib/MuseoToolBox/museotoolbox/datasets/_historicalmap/train.gpkg