feat sketch 提取接口
fix
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49
app/service/image2sketch/models/__init__.py
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49
app/service/image2sketch/models/__init__.py
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import importlib
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from app.service.image2sketch.models import unpaired_model as modellib
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from .base_model import BaseModel
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def find_model_using_name(model_name):
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"""Import the module "models/[model_name]_model.py".
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In the file, the class called DatasetNameModel() will
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be instantiated. It has to be a subclass of BaseModel,
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and it is case-insensitive.
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"""
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# model_filename = "." + model_name + "_model"
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# modellib = importlib.import_module(model_filename)
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model = None
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target_model_name = model_name.replace('_', '') + 'model'
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for name, cls in modellib.__dict__.items():
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if name.lower() == target_model_name.lower() \
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and issubclass(cls, BaseModel):
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model = cls
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if model is None:
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print("In %s.py, there should be a subclass of BaseModel with class name that matches %s in lowercase." % (model_filename, target_model_name))
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exit(0)
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return model
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def get_option_setter(model_name):
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"""Return the static method <modify_commandline_options> of the model class."""
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model_class = find_model_using_name(model_name)
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return model_class.modify_commandline_options
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def create_model(opt):
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"""Create a model given the option.
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This function warps the class CustomDatasetDataLoader.
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This is the main interface between this package and 'train.py'/'test.py'
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Example:
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>>> from .models import create_model
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>>> model = create_model(opt)
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"""
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model = find_model_using_name(opt.model)
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instance = model(opt)
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print("model [%s] was created" % type(instance).__name__)
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return instance
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