def __init__(self, path: PathService,
dataset_cleaning: DatasetCleaningService,
dataset_splitter: DatasetSplitterService,
labels_to_csv_converter: LabelsToCsvConverterService,
pbtxt_generator: PbtxtGeneratorService,
tfrecords_generator: TfRecordGeneratorService):
self.path: Paths = path.get_paths()
self.dataset_cleaning = dataset_cleaning
self.dataset_splitter = dataset_splitter
self.labels_to_csv_converter = labels_to_csv_converter
self.pbtxt_generator = pbtxt_generator
self.tfrecords_generator = tfrecords_generator
def __init__(self, path: PathService, model_trainer: ModelTrainerService,
model_eval: ModelEvaluationService):
self.path: Paths = path.get_paths()
self.model_train: ModelTrainerService = model_trainer
self.model_eval: ModelEvaluationService = model_eval
def __init__(self, path: PathService):
self.path: Paths = path.get_paths()
def __init__(self, path: PathService, docker_client: DockerClientService):
self.path: Paths = path.get_paths()
self.client: DockerClientService = docker_client.client
def __init__(self, path: PathService):
self.path: Paths = path.get_paths()
self.converter_instances: Dict[str, AbstractConverterService] = {}
self.converter_mappings: Dict[str, AbstractConverterService] = {}
self._initialize_mappings_()
def __init__(self, path: PathService):
self.path: Paths = path.get_paths()
self.label_map_dict: Dict[str, int] = {}