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add style templetes #22

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add style templetes #22

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22 changes: 22 additions & 0 deletions textual_inversion_training.py
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Original file line number Diff line number Diff line change
Expand Up @@ -65,6 +65,28 @@
"a photo of a small {}",
]

style_templates = [
"a painting in the style of {}",
"a rendering in the style of {}",
"a cropped painting in the style of {}",
"the painting in the style of {}",
"a clean painting in the style of {}",
"a dirty painting in the style of {}",
"a dark painting in the style of {}",
"a picture in the style of {}",
"a cool painting in the style of {}",
"a close-up painting in the style of {}",
"a bright painting in the style of {}",
"a cropped painting in the style of {}",
"a good painting in the style of {}",
"a close-up painting in the style of {}",
"a rendition in the style of {}",
"a nice painting in the style of {}",
"a small painting in the style of {}",
"a weird painting in the style of {}",
"a large painting in the style of {}",
]

class TextualInversionDataset:
def __init__(self, tokenizer, images, learnable_property="object", size=512,
repeats=100, interpolation=Resampling.BICUBIC, flip_p=0.5, set="train", placeholder_token="*"):
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