keras_model_metadata module

KerasModelMetadata

class edgeimpulse_api.models.keras_model_metadata.KerasModelMetadata(
		**data: Any
)

Create a new model by parsing and validating input data from keyword arguments.

Raises ValidationError if the input data cannot be parsed to form a valid model.

Parameters

• **data: Any

Bases

• pydantic.main.BaseModel

• pydantic.utils.Representation

Class variables

• Config The type of the None singleton.

• available_model_types: List[edgeimpulse_api.models.keras_model_type_enum.KerasModelTypeEnum] The type of the None singleton.

• class_names: List[pydantic.types.StrictStr] The type of the None singleton.

• created: datetime.datetime The type of the None singleton.

• has_trained_model: pydantic.types.StrictBool The type of the None singleton.

• image_input_scaling: edgeimpulse_api.models.image_input_scaling.ImageInputScaling The type of the None singleton.

• labels: List[pydantic.types.StrictStr] The type of the None singleton.

• layers: List[edgeimpulse_api.models.keras_model_layer.KerasModelLayer] The type of the None singleton.

• mode: pydantic.types.StrictStr The type of the None singleton.

• model_validation_metrics: List[edgeimpulse_api.models.keras_model_metadata_metrics.KerasModelMetadataMetrics] The type of the None singleton.

• object_detection_last_layer: edgeimpulse_api.models.object_detection_last_layer.ObjectDetectionLastLayer | None The type of the None singleton.

• recommended_model_type: edgeimpulse_api.models.keras_model_type_enum.KerasModelTypeEnum The type of the None singleton.

Static methods

from_dict

edgeimpulse_api.models.keras_model_metadata.from_dict(
		obj: dict
) ‑> edgeimpulse_api.models.keras_model_metadata.KerasModelMetadata

Create an instance of KerasModelMetadata from a dict

Parameters

• obj: dict

Return

edgeimpulse_api.models.keras_model_metadata.KerasModelMetadata

from_json

edgeimpulse_api.models.keras_model_metadata.from_json(
		json_str: str
) ‑> edgeimpulse_api.models.keras_model_metadata.KerasModelMetadata

Create an instance of KerasModelMetadata from a JSON string

Parameters

• json_str: str

Return

edgeimpulse_api.models.keras_model_metadata.KerasModelMetadata

mode_validate_enum

edgeimpulse_api.models.keras_model_metadata.mode_validate_enum(
		v
)

Parameters

• v

Methods

to_dict

edgeimpulse_api.models.keras_model_metadata.to_dict(
		self
)

Returns the dictionary representation of the model using alias

Parameters

• self

to_json

edgeimpulse_api.models.keras_model_metadata.to_json(
		self,
		indent=None
) ‑> str

Returns the JSON representation of the model using alias

Parameters

• self

• indent=None

Return

str

to_str

edgeimpulse_api.models.keras_model_metadata.to_str(
		self
) ‑> str

Returns the string representation of the model using alias

Parameters

• self

Return

str