Save a trained SpatialDDLS deep neural network model to disk as an HDF5 file

Save a trained SpatialDDLS deep neural network model to disk as an HDF5 file. Note that this function does not save the DeconvDLModel object, only the trained keras model. This is the alternative to the saveRDS and preparingToSave functions if you want to keep the state of the optimizer.

Usage

saveTrainedModelAsH5(object, file.path, overwrite = FALSE)

Arguments

object

SpatialDDLS object with trained.model slot.

file.path

Valid file path where to save the model to.

overwrite

Overwrite file if it already exists.

Value

No return value, saves a keras DNN trained model as HDF5 file on disk.

See also

trainDeconvModel loadTrainedModelFromH5