urbanlc.model.dataloader.CustomRasterDataset

class urbanlc.model.dataloader.CustomRasterDataset(root=None, crs=None, res=None, bands=None, transforms=None, cache=False, exclude=None, all_paths=None)

Custom raster dataset class for training DL model

Attributes

all_bands	Names of all available bands in the dataset
bounds	Bounds of the index.
cmap	Color map for the dataset, used for plotting
crs	coordinate reference system (CRS) for the dataset.
date_format	Date format string used to parse date from filename.
filename_glob	Glob expression used to search for files.
filename_regex	Regular expression used to extract date from filename.
is_image	True if dataset contains imagery, False if dataset contains mask
rgb_bands	Names of RGB bands in the dataset, used for plotting
separate_files	True if data is stored in a separate file for each band, else False.

Methods