Initialize a batch trainer (low-level constructor)

Builds a BatchBirdFlowTrainer() by (1) collecting pipeline parameters, (2) preprocessing species inputs via BirdFlowR::preprocess_species(), and (3) assembling the trainer object.

Usage

new_BatchBirdFlowTrainer(species, ...)

Arguments

species

Character scalar, species code or name.

...

Passed to set_pipeline_params() (e.g., res, season, clip, crs, skip_quality_checks, etc.).

Value

A BatchBirdFlowTrainer() object with elements:

• bf – result of BirdFlowR::preprocess_species()

• params – enriched parameter list produced by preprocess_species_wrapper()

Details

Preprocessing is performed in a session temp directory and the resulting HDF5 is moved into the final hdf_dir computed from params.

See also

BatchBirdFlowTrainer(), preprocess_species_wrapper(), BirdFlowR::preprocess_species()

Examples

if (FALSE) { # \dontrun{
new_BatchBirdFlowTrainer("amewoo", res = 100)
} # }