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

  • available_model_types: List[edgeimpulse_api.models.keras_model_type_enum.KerasModelTypeEnum]

  • class_names: List[pydantic.types.StrictStr]

  • created: datetime.datetime

  • error: Optional[pydantic.types.StrictStr]

  • has_trained_model: pydantic.types.StrictBool

  • image_input_scaling: edgeimpulse_api.models.image_input_scaling.ImageInputScaling

  • labels: List[pydantic.types.StrictStr]

  • layers: List[edgeimpulse_api.models.keras_model_layer.KerasModelLayer]

  • mode: edgeimpulse_api.models.keras_model_mode.KerasModelMode

  • model_validation_metrics: List[edgeimpulse_api.models.keras_model_metadata_metrics.KerasModelMetadataMetrics]

  • object_detection_last_layer: Optional[edgeimpulse_api.models.object_detection_last_layer.ObjectDetectionLastLayer]

  • recommended_model_type: edgeimpulse_api.models.keras_model_type_enum.KerasModelTypeEnum

  • success: pydantic.types.StrictBool

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

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
)> str

Returns the JSON representation of the model using alias

Parameters