mirror of https://github.com/vladmandic/automatic
31 lines
1014 B
Python
31 lines
1014 B
Python
import importlib
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from copy import deepcopy
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from os import path as osp
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from basicsr.utils import get_root_logger, scandir
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from basicsr.utils.registry import MODEL_REGISTRY
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__all__ = ['build_model']
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# automatically scan and import model modules for registry
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# scan all the files under the 'models' folder and collect files ending with
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# '_model.py'
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model_folder = osp.dirname(osp.abspath(__file__))
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model_filenames = [osp.splitext(osp.basename(v))[0] for v in scandir(model_folder) if v.endswith('_model.py')]
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# import all the model modules
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_model_modules = [importlib.import_module(f'basicsr.models.{file_name}') for file_name in model_filenames]
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def build_model(opt):
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"""Build model from options.
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Args:
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opt (dict): Configuration. It must constain:
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model_type (str): Model type.
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"""
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opt = deepcopy(opt)
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model = MODEL_REGISTRY.get(opt['model_type'])(opt)
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logger = get_root_logger()
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logger.info(f'Model [{model.__class__.__name__}] is created.')
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return model
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