from lama_cleaner.model.fcf import FcF from lama_cleaner.model.lama import LaMa from lama_cleaner.model.ldm import LDM from lama_cleaner.model.mat import MAT from lama_cleaner.model.sd import SD14 from lama_cleaner.model.zits import ZITS from lama_cleaner.schema import Config models = {"lama": LaMa, "ldm": LDM, "zits": ZITS, "mat": MAT, "fcf": FcF, "sd1.4": SD14} class ModelManager: def __init__(self, name: str, device, **kwargs): self.name = name self.device = device self.kwargs = kwargs self.model = self.init_model(name, device, **kwargs) def init_model(self, name: str, device, **kwargs): if name in models: model = models[name](device, **kwargs) else: raise NotImplementedError(f"Not supported model: {name}") return model def is_downloaded(self, name: str) -> bool: if name in models: return models[name].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.kwargs) self.name = new_name except NotImplementedError as e: raise e