24 lines
803 B
Python
24 lines
803 B
Python
import os
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from .utils import Datum, DatasetBase
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from .oxford_pets import OxfordPets
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template = ['a photo of a {}.']
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class Caltech101(DatasetBase):
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dataset_dir = 'caltech-101'
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def __init__(self, root, num_shots):
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self.dataset_dir = os.path.join(root, self.dataset_dir)
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self.image_dir = os.path.join(self.dataset_dir, '101_ObjectCategories')
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self.split_path = os.path.join(self.dataset_dir, 'split_zhou_Caltech101.json')
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self.template = template
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train, val, test = OxfordPets.read_split(self.split_path, self.image_dir)
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train = self.generate_fewshot_dataset(train, num_shots=num_shots)
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t_sne_test = self.generate_fewshot_dataset(test, num_shots=num_shots)
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super().__init__(train_x=train, val=val, test=test,t_sne=t_sne_test) |