from lama_cleaner.model.lama import LaMa from lama_cleaner.model.ldm import LDM from lama_cleaner.schema import Config class ModelManager: LAMA = 'lama' LDM = 'ldm' def __init__(self, name: str, device): self.name = name self.device = device self.model = self.init_model(name, device) def init_model(self, name: str, device): if name == self.LAMA: model = LaMa(device) elif name == self.LDM: model = LDM(device) else: raise NotImplementedError(f"Not supported model: {name}") return model def is_downloaded(self, name: str) -> bool: if name == self.LAMA: return LaMa.is_downloaded() elif name == self.LDM: return LDM.is_downloaded() else: raise NotImplementedError(f"Not supported model: {name}") def __call__(self, image, mask, config: Config): return self.model(image, mask, config) def switch(self, new_name: str): if new_name == self.name: return try: self.model = self.init_model(new_name, self.device) self.name = new_name except NotImplementedError as e: raise e