theArijitDas
commited on
Commit
•
4b84fde
1
Parent(s):
c0d1cd6
Update product_update_validator.py
Browse files
product_update_validator.py
CHANGED
@@ -2,14 +2,14 @@ from description_validator import Description_Validator
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from image_validator import Image_Validator
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class Update_Validator:
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def __init__(self, text_model=None, image_model=None, threshold=0.
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self.description_validator = Description_Validator(model_name=text_model)
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self.image_validator = Image_Validator(model_name=image_model)
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self.threshold = threshold
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def validate(self, text1, image1, text2, image2, threshold=None, return_score=False):
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description_similarity = self.description_validator.similarity_score(text1, text2)
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image_similarity = self.image_validator.similarity_score(
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similarity_score = 0.75 * description_similarity + 0.25 * image_similarity
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if threshold is None: threshold=self.threshold
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from image_validator import Image_Validator
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class Update_Validator:
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def __init__(self, text_model=None, image_model=None, threshold=0.75):
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self.description_validator = Description_Validator(model_name=text_model)
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self.image_validator = Image_Validator(model_name=image_model)
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self.threshold = threshold
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def validate(self, text1, image1, text2, image2, threshold=None, return_score=False):
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description_similarity = self.description_validator.similarity_score(text1, text2)
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image_similarity = self.image_validator.similarity_score(image1, image2)
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similarity_score = 0.75 * description_similarity + 0.25 * image_similarity
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if threshold is None: threshold=self.threshold
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