RasterTransformer#
- class RasterTransformer[source]#
Bases:
ABC
Transforms raw chips to be input to a neural network.
- __init__()#
Methods
- abstract transform(chip: np.ndarray, channel_order=None) np.ndarray [source]#
Transform a chip of a raster source.
- Parameters
chip (np.ndarray) – ndarray of shape [height, width, channels] This is assumed to already have the channel_order applied to it if channel_order is set. In other words, channels should be equal to len(channel_order).
channel_order – list of indices of channels that were extracted from the raw imagery.
- Returns
Array of shape (…, H, W, C)
- Return type
(np.ndarray)