birdnet_tiny_forge package

BirdNet Tiny Forge

Subpackages

• birdnet_tiny_forge.datasets package
  • AudioDataset
    • AudioDataset.load()
    • AudioDataset.save()
  • BatchedParquetDataset
    • BatchedParquetDataset.load()
    • BatchedParquetDataset.save()
  • KerasModelDataset
    • KerasModelDataset.load()
    • KerasModelDataset.save()
  • TFDataset
    • TFDataset.load()
    • TFDataset.save()
  • TarDataset
    • TarDataset.load()
    • TarDataset.save()
  • Submodules
  • birdnet_tiny_forge.datasets.batched_parquet_dataset module
    • BatchedParquetDataset
      • BatchedParquetDataset.load()
      • BatchedParquetDataset.save()
  • birdnet_tiny_forge.datasets.keras_model_dataset module
    • KerasModelDataset
      • KerasModelDataset.load()
      • KerasModelDataset.save()
  • birdnet_tiny_forge.datasets.tar_dataset module
    • TarDataset
      • TarDataset.load()
      • TarDataset.save()
  • birdnet_tiny_forge.datasets.tf_dataset module
    • TFDataset
      • TFDataset.load()
      • TFDataset.save()
  • birdnet_tiny_forge.datasets.wav_dataset module
• birdnet_tiny_forge.features package
  • Subpackages
    • birdnet_tiny_forge.features.microspeech package
      • MicroSpeechExtractor
      • Submodules
      • birdnet_tiny_forge.features.microspeech.extractor module
      • birdnet_tiny_forge.features.microspeech.tflite_micro_frontend module
  • Submodules
  • birdnet_tiny_forge.features.base module
    • FeatureExtractorBase
      • FeatureExtractorBase.run()
• birdnet_tiny_forge.hypersearch package
  • Submodules
  • birdnet_tiny_forge.hypersearch.base module
  • birdnet_tiny_forge.hypersearch.mobilenet_slimmed module
• birdnet_tiny_forge.models package
  • Submodules
  • birdnet_tiny_forge.models.base module
    • ModelFactoryBase
      • ModelFactoryBase.create()
    • TrainingSession
      • TrainingSession.CHKP_NAME
      • TrainingSession.SELECT_FNS
      • TrainingSession.get_best_checkpoint()
      • TrainingSession.get_metrics()
      • TrainingSession.on_epoch_end()
    • checkpoint_session()
  • birdnet_tiny_forge.models.mobilenet_slimmed module
    • MobilenetSlimmed
      • MobilenetSlimmed.create()
  • birdnet_tiny_forge.models.plaything module
• birdnet_tiny_forge.pipelines package
  • Subpackages
    • birdnet_tiny_forge.pipelines.data_preprocessing package
      • Submodules
      • birdnet_tiny_forge.pipelines.data_preprocessing.nodes module
      • birdnet_tiny_forge.pipelines.data_preprocessing.pipeline module
    • birdnet_tiny_forge.pipelines.feature_extraction package
      • Submodules
      • birdnet_tiny_forge.pipelines.feature_extraction.nodes module
      • birdnet_tiny_forge.pipelines.feature_extraction.pipeline module
    • birdnet_tiny_forge.pipelines.model_training package
      • Submodules
      • birdnet_tiny_forge.pipelines.model_training.nodes module
      • birdnet_tiny_forge.pipelines.model_training.pipeline module
    • birdnet_tiny_forge.pipelines.target_codegen package
      • Submodules
      • birdnet_tiny_forge.pipelines.target_codegen.nodes module
      • birdnet_tiny_forge.pipelines.target_codegen.pipeline module
• birdnet_tiny_forge.registries package
  • Submodules
  • birdnet_tiny_forge.registries.base module
    • RegisterMeta
    • RegistryBase
      • RegistryBase.add()
      • RegistryBase.contains()
      • RegistryBase.get_item()
      • RegistryBase.get_name()
      • RegistryBase.remove()
      • RegistryBase.transient_registration()
  • birdnet_tiny_forge.registries.feature_extraction module
    • FeatureExtractorsRegistry
  • birdnet_tiny_forge.registries.hypersearch module
  • birdnet_tiny_forge.registries.models module
  • birdnet_tiny_forge.registries.targets module
• birdnet_tiny_forge.targets package
  • Submodules
  • birdnet_tiny_forge.targets.base module
    • BuildTargetBase
      • BuildTargetBase.check_feature_extractor_compatible()
      • BuildTargetBase.check_labels()
      • BuildTargetBase.check_model_compatible()
      • BuildTargetBase.do_check_feature_extractor_compatible()
      • BuildTargetBase.do_check_model_compatible()
      • BuildTargetBase.extract_context()
      • BuildTargetBase.get_templates_dir()
      • BuildTargetBase.get_toolchain()
      • BuildTargetBase.process_target_templates()
      • BuildTargetBase.setup_template_environment()
      • BuildTargetBase.validate()
  • birdnet_tiny_forge.targets.korvo2_bird_logger module
    • Korvo2BirdLogger
      • Korvo2BirdLogger.do_check_feature_extractor_compatible()
      • Korvo2BirdLogger.do_check_model_compatible()
      • Korvo2BirdLogger.extract_context()
      • Korvo2BirdLogger.get_model_buf()
      • Korvo2BirdLogger.get_toolchain()
    • get_model_ops_and_acts()
    • parse_op_str()
    • tflite_to_byte_array()

Submodules

birdnet_tiny_forge.pipeline_registry module

Project pipelines.

birdnet_tiny_forge.pipeline_registry.register_pipelines() → dict[str, Pipeline]

Register the project’s pipelines.

Returns:

A mapping from pipeline names to Pipeline objects.

birdnet_tiny_forge.settings module

Project settings. There is no need to edit this file unless you want to change values from the Kedro defaults. For further information, including these default values, see https://docs.kedro.org/en/stable/kedro_project_setup/settings.html.