Merge pull request #29 from noprompt/refactor-follow-up
Refactor follow up
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09347779be
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@ -166,7 +166,7 @@ class DataLoaderMultiAspect():
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print (f" * DLMA: {len(items)} images loaded from {len(image_paths)} files")
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self.prepared_train_data = items
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self.prepared_train_data = [item for item in items if item.error is None]
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random.Random(self.seed).shuffle(self.prepared_train_data)
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self.__report_errors(items)
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@ -351,6 +351,7 @@ class ImageTrainItem:
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return self
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def __compute_target_width_height(self):
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self.target_wh = None
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try:
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with Image.open(self.pathname) as image:
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width, height = image.size
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@ -191,16 +191,12 @@ def resolve_root(path: str, aspects: list[float], flip_p: float = 0.0, seed=555)
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:param flip_p: The probability of flipping the image
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"""
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if os.path.isfile(path) and path.endswith('.json'):
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resolver = JSONResolver(aspects, flip_p, seed)
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return JSONResolver(aspects, flip_p, seed).image_train_items(path)
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if os.path.isdir(path):
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resolver = DirectoryResolver(aspects, flip_p, seed)
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return DirectoryResolver(aspects, flip_p, seed).image_train_items(path)
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if not resolver:
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raise ValueError(f"data_root '{path}' is not a valid directory or JSON file.")
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items = resolver.image_train_items(path)
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return items
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raise ValueError(f"data_root '{path}' is not a valid directory or JSON file.")
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def resolve(value: typing.Union[dict, str], aspects: list[float], flip_p: float=0.0, seed=555) -> list[ImageTrainItem]:
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"""
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