core.services.model.export.model_exporter

model_exporter

Classes:

Name	Description
ModelExporter	Base class for exporting and saving a model.

ModelExporter(model)

Base class for exporting and saving a model.

This class provides a standard interface for exporting models and saving them to a Picsellia experiment or model version.

Parameters:

Name	Type	Description	Default
model	Model	The model to export.	required

Methods:

Name	Description
export_model	Abstract method to export the model.
save_model_to_experiment	Save exported model to a Picsellia experiment.
save_model_to_model_version	Save exported model to a Picsellia model version.

Attributes:

Name	Type	Description
model

model = model instance-attribute

export_model(exported_model_destination_path, export_format, hyperparameters) abstractmethod

Abstract method to export the model.

Must be implemented in subclasses.

Parameters:

Name	Type	Description	Default
exported_model_destination_path	str	Directory to export the model to.	required
export_format	str	Format to export the model in.	required
hyperparameters	Any	Optional export configuration.	required

save_model_to_experiment(experiment, exported_weights_path, exported_weights_name)

Save exported model to a Picsellia experiment.

Parameters:

Name	Type	Description	Default
experiment	Experiment	Target experiment.	required
exported_weights_path	str	Path to exported weights directory.	required
exported_weights_name	str	File name to use in Picsellia.	required

save_model_to_model_version(model_version, exported_weights_path, exported_weights_name)

Save exported model to a Picsellia model version.

Parameters:

Name	Type	Description	Default
model_version	ModelVersion	Target model version.	required
exported_weights_path	str	Path to exported weights directory.	required
exported_weights_name	str	File name to use in Picsellia.	required