mirror of
https://github.com/deepfakes/faceswap
synced 2025-06-09 04:36:50 -04:00
7f53911453
* Convert prints to logger. Further logging improvements. Tidy up * Fix system verbosity. Allow SystemExit * Fix reload extract bug * Child Traceback handling * Safer shutdown procedure * Add shutdown event to queue manager * landmarks_as_xy > property. GUI notes + linting. Aligner bugfix * fix FaceFilter. Enable nFilter when no Filter is supplied * Fix blurry face filter * Continue on IO error. Better error handling * Explicitly print stack trace tocrash log * Windows Multiprocessing bugfix * Add git info and conda version to crash log * Windows/Anaconda mp bugfix * Logging fixes for training
75 lines
2.7 KiB
Python
75 lines
2.7 KiB
Python
#!/usr/bin/env python3
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""" Plugin loader for extract, training and model tasks """
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import logging
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import os
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from importlib import import_module
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logger = logging.getLogger(__name__) # pylint: disable=invalid-name
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class PluginLoader():
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""" Plugin loader for extract, training and model tasks """
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@staticmethod
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def get_detector(name):
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""" Return requested detector plugin """
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return PluginLoader._import("extract.detect", name)
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@staticmethod
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def get_aligner(name):
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""" Return requested detector plugin """
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return PluginLoader._import("extract.align", name)
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@staticmethod
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def get_converter(name):
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""" Return requested converter plugin """
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return PluginLoader._import("Convert", "Convert_{0}".format(name))
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@staticmethod
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def get_model(name):
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""" Return requested model plugin """
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return PluginLoader._import("Model", "Model_{0}".format(name))
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@staticmethod
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def get_trainer(name):
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""" Return requested trainer plugin """
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return PluginLoader._import("Trainer", "Model_{0}".format(name))
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@staticmethod
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def _import(attr, name):
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""" Import the plugin's module """
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ttl = attr.split(".")[-1].title()
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logger.info("Loading %s from %s plugin...", ttl, name.title())
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attr = "model" if attr == "Trainer" else attr.lower()
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mod = ".".join(("plugins", attr, name))
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module = import_module(mod)
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return getattr(module, ttl)
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@staticmethod
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def get_available_models():
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""" Return a list of available models """
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models = ()
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modelpath = os.path.join(os.path.dirname(__file__), "model")
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for modeldir in next(os.walk(modelpath))[1]:
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if modeldir[0:6].lower() == 'model_':
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models += (modeldir[6:],)
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return models
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@staticmethod
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def get_available_extractors(extractor_type):
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""" Return a list of available models """
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extractpath = os.path.join(os.path.dirname(__file__),
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"extract",
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extractor_type)
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extractors = sorted(item.name.replace(".py", "").replace("_", "-")
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for item in os.scandir(extractpath)
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if not item.name.startswith("_")
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and item.name.endswith(".py")
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and item.name != "manual.py")
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return extractors
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@staticmethod
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def get_default_model():
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""" Return the default model """
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models = PluginLoader.get_available_models()
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return 'Original' if 'Original' in models else models[0]
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