`research.datasets`.RemoteSensingDatasets¶

class research.datasets.RemoteSensingDatasets(names='all', return_coords=False)[source]¶

Class to download, transform and save remote sensing datasets.

Methods

`download`()	Download the datasets.
`fetch_botswana`()	Download and transform the Botswana Data Set.
`fetch_indian_pines`()	Download and transform the Indian Pines Data Set.
`fetch_kennedy_space_center`()	Download and transform the Kennedy Space Center Data Set.
`fetch_pavia_centre`()	Download and transform the Pavia Centre Data Set.
`fetch_pavia_university`()	Download and transform the Pavia University Data Set.
`fetch_salinas`()	Download and transform the Salinas Data Set.
`fetch_salinas_a`()	Download and transform the Salinas-A Data Set.
`save`(path, db_name)	Save datasets.

fetch_botswana()[source]¶

Download and transform the Botswana Data Set. Label “0” means the pixel is not labelled. It is therefore dropped.

fetch_indian_pines()[source]¶

Download and transform the Indian Pines Data Set. Label “0” means the pixel is not labelled. It is therefore dropped.

fetch_kennedy_space_center()[source]¶

Download and transform the Kennedy Space Center Data Set. Label “0” means the pixel is not labelled. It is therefore dropped.

fetch_pavia_centre()[source]¶

Download and transform the Pavia Centre Data Set. Label “0” means the pixel is not labelled. It is therefore dropped.

fetch_pavia_university()[source]¶

Download and transform the Pavia University Data Set. Label “0” means the pixel is not labelled. It is therefore dropped.

fetch_salinas()[source]¶

Download and transform the Salinas Data Set. Label “0” means the pixel is not labelled. It is therefore dropped.

fetch_salinas_a()[source]¶

Download and transform the Salinas-A Data Set. Label “0” means the pixel is not labelled. It is therefore dropped.

research.datasets.RemoteSensingDatasets¶