caltech = [
    'a photo of a {}.',
    'a painting of a {}.',
    'a plastic {}.',
    'a sculpture of a {}.',
    'a sketch of a {}.',
    'a tattoo of a {}.',
    'a toy {}.',
    'a rendition of a {}.',
    'a embroidered {}.',
    'a cartoon {}.',
    'a {} in a video game.',
    'a plushie {}.',
    'a origami {}.',
    'art of a {}.',
    'graffiti of a {}.',
    'a drawing of a {}.',
    'a doodle of a {}.',
    'a photo of the {}.',
    'a painting of the {}.',
    'the plastic {}.',
    'a sculpture of the {}.',
    'a sketch of the {}.',
    'a tattoo of the {}.',
    'the toy {}.',
    'a rendition of the {}.',
    'the embroidered {}.',
    'the cartoon {}.',
    'the {} in a video game.',
    'the plushie {}.',
    'the origami {}.',
    'art of the {}.',
    'graffiti of the {}.',
    'a drawing of the {}.',
    'a doodle of the {}.',
]

dtd = [
    'a photo of a {} texture.',
    'a photo of a {} pattern.',
    'a photo of a {} thing.',
    'a photo of a {} object.',
    'a photo of the {} texture.',
    'a photo of the {} pattern.',
    'a photo of the {} thing.',
    'a photo of the {} object.',
]

eurosat = [
    'a centered satellite photo of {}.',
    'a centered satellite photo of a {}.',
    'a centered satellite photo of the {}.',
]
resisc = [
    'a centered satellite photo of {}.',
    'a centered satellite photo of a {}.',
    'a centered satellite photo of the {}.',
]
cifar10 = [
    'a bad photo of a {}.',
    'a photo of many {}.',
    'a sculpture of a {}.',
    'a photo of the hard to see {}.',
    'a low resolution photo of the {}.',
    'a rendering of a {}.',
    'graffiti of a {}.',
    'a bad photo of the {}.',
    'a cropped photo of the {}.',
    'a tattoo of a {}.',
    'the embroidered {}.',
    'a photo of a hard to see {}.',
    'a bright photo of a {}.',
    'a photo of a clean {}.',
    'a photo of a dirty {}.',
    'a dark photo of the {}.',
    'a drawing of a {}.',
    'a photo of my {}.',
    'the plastic {}.',
    'a photo of the cool {}.',
    'a close-up photo of a {}.',
    'a black and white photo of the {}.',
    'a painting of the {}.',
    'a painting of a {}.',
    'a pixelated photo of the {}.',
    'a sculpture of the {}.',
    'a bright photo of the {}.',
    'a cropped photo of a {}.',
    'a plastic {}.',
    'a photo of the dirty {}.',
    'a jpeg corrupted photo of a {}.',
    'a blurry photo of the {}.',
    'a photo of the {}.',
    'a good photo of the {}.',
    'a rendering of the {}.',
    'a {} in a video game.',
    'a photo of one {}.',
    'a doodle of a {}.',
    'a close-up photo of the {}.',
    'a photo of a {}.',
    'the origami {}.',
    'the {} in a video game.',
    'a sketch of a {}.',
    'a doodle of the {}.',
    'a origami {}.',
    'a low resolution photo of a {}.',
    'the toy {}.',
    'a rendition of the {}.',
    'a photo of the clean {}.',
    'a photo of a large {}.',
    'a rendition of a {}.',
    'a photo of a nice {}.',
    'a photo of a weird {}.',
    'a blurry photo of a {}.',
    'a cartoon {}.',
    'art of a {}.',
    'a sketch of the {}.',
    'a embroidered {}.',
    'a pixelated photo of a {}.',
    'itap of the {}.',
    'a jpeg corrupted photo of the {}.',
    'a good photo of a {}.',
    'a plushie {}.',
    'a photo of the nice {}.',
    'a photo of the small {}.',
    'a photo of the weird {}.',
    'the cartoon {}.',
    'art of the {}.',
    'a drawing of the {}.',
    'a photo of the large {}.',
    'a black and white photo of a {}.',
    'the plushie {}.',
    'a dark photo of a {}.',
    'itap of a {}.',
    'graffiti of the {}.',
    'a toy {}.',
    'itap of my {}.',
    'a photo of a cool {}.',
    'a photo of a small {}.',
    'a tattoo of the {}.',
]

cifar100 = [
    'a photo of a {}.',
    'a blurry photo of a {}.',
    'a black and white photo of a {}.',
    'a low contrast photo of a {}.',
    'a high contrast photo of a {}.',
    'a bad photo of a {}.',
    'a good photo of a {}.',
    'a photo of a small {}.',
    'a photo of a big {}.',
    'a photo of the {}.',
    'a blurry photo of the {}.',
    'a black and white photo of the {}.',
    'a low contrast photo of the {}.',
    'a high contrast photo of the {}.',
    'a bad photo of the {}.',
    'a good photo of the {}.',
    'a photo of the small {}.',
    'a photo of the big {}.',
]

ucf101 = [
    'a photo of a person {}.',
    'a video of a person {}.',
    'a example of a person {}.',
    'a demonstration of a person {}.',
    'a photo of the person {}.',
    'a video of the person {}.',
    'a example of the person {}.',
    'a demonstration of the person {}.',
    'a photo of a person using {}.',
    'a video of a person using {}.',
    'a example of a person using {}.',
    'a demonstration of a person using {}.',
    'a photo of the person using {}.',
    'a video of the person using {}.',
    'a example of the person using {}.',
    'a demonstration of the person using {}.',
    'a photo of a person doing {}.',
    'a video of a person doing {}.',
    'a example of a person doing {}.',
    'a demonstration of a person doing {}.',
    'a photo of the person doing {}.',
    'a video of the person doing {}.',
    'a example of the person doing {}.',
    'a demonstration of the person doing {}.',
    'a photo of a person during {}.',
    'a video of a person during {}.',
    'a example of a person during {}.',
    'a demonstration of a person during {}.',
    'a photo of the person during {}.',
    'a video of the person during {}.',
    'a example of the person during {}.',
    'a demonstration of the person during {}.',
    'a photo of a person performing {}.',
    'a video of a person performing {}.',
    'a example of a person performing {}.',
    'a demonstration of a person performing {}.',
    'a photo of the person performing {}.',
    'a video of the person performing {}.',
    'a example of the person performing {}.',
    'a demonstration of the person performing {}.',
    'a photo of a person practicing {}.',
    'a video of a person practicing {}.',
    'a example of a person practicing {}.',
    'a demonstration of a person practicing {}.',
    'a photo of the person practicing {}.',
    'a video of the person practicing {}.',
    'a example of the person practicing {}.',
    'a demonstration of the person practicing {}.',
]



kinetics400 = [
        'a photo of {}.',
        'a photo of a person {}.',
        'a photo of a person using {}.',
        'a photo of a person doing {}.',
        'a photo of a person during {}.',
        'a photo of a person performing {}.',
        'a photo of a person practicing {}.',
        'a video of {}.',
        'a video of a person {}.',
        'a video of a person using {}.',
        'a video of a person doing {}.',
        'a video of a person during {}.',
        'a video of a person performing {}.',
        'a video of a person practicing {}.',
        'a example of {}.',
        'a example of a person {}.',
        'a example of a person using {}.',
        'a example of a person doing {}.',
        'a example of a person during {}.',
        'a example of a person performing {}.',
        'a example of a person practicing {}.',
        'a demonstration of {}.',
        'a demonstration of a person {}.',
        'a demonstration of a person using {}.',
        'a demonstration of a person doing {}.',
        'a demonstration of a person during {}.',
        'a demonstration of a person performing {}.',
        'a demonstration of a person practicing {}.',
    ]


oxford_flower = [
    'a photo of a {}, a type of flower.',
]

sun397 = [
    'a photo of a {}.',
    'a photo of the {}.',
]
oxford_pets = [
    'a photo of a {}, a type of pet.',
]

aircraft = [
    'a photo of a {}, a type of aircraft.',
    'a photo of the {}, a type of aircraft.',
]

cars = [
    'a photo of a {}.',
    'a photo of the {}.',
    'a photo of my {}.',
    'i love my {}!',
    'a photo of my dirty {}.',
    'a photo of my clean {}.',
    'a photo of my new {}.',
    'a photo of my old {}.',
]

food101 = [
    'a photo of {}, a type of food.',
]

CUBS200 = [
    'a photo of {}, a type of bird.',
]

imagenet = [
    'a bad photo of a {}.',
    'a photo of many {}.',
    'a sculpture of a {}.',
    'a photo of the hard to see {}.',
    'a low resolution photo of the {}.',
    'a rendering of a {}.',
    'graffiti of a {}.',
    'a bad photo of the {}.',
    'a cropped photo of the {}.',
    'a tattoo of a {}.',
    'the embroidered {}.',
    'a photo of a hard to see {}.',
    'a bright photo of a {}.',
    'a photo of a clean {}.',
    'a photo of a dirty {}.',
    'a dark photo of the {}.',
    'a drawing of a {}.',
    'a photo of my {}.',
    'the plastic {}.',
    'a photo of the cool {}.',
    'a close-up photo of a {}.',
    'a black and white photo of the {}.',
    'a painting of the {}.',
    'a painting of a {}.',
    'a pixelated photo of the {}.',
    'a sculpture of the {}.',
    'a bright photo of the {}.',
    'a cropped photo of a {}.',
    'a plastic {}.',
    'a photo of the dirty {}.',
    'a jpeg corrupted photo of a {}.',
    'a blurry photo of the {}.',
    'a photo of the {}.',
    'a good photo of the {}.',
    'a rendering of the {}.',
    'a {} in a video game.',
    'a photo of one {}.',
    'a doodle of a {}.',
    'a close-up photo of the {}.',
    'a photo of a {}.',
    'the origami {}.',
    'the {} in a video game.',
    'a sketch of a {}.',
    'a doodle of the {}.',
    'a origami {}.',
    'a low resolution photo of a {}.',
    'the toy {}.',
    'a rendition of the {}.',
    'a photo of the clean {}.',
    'a photo of a large {}.',
    'a rendition of a {}.',
    'a photo of a nice {}.',
    'a photo of a weird {}.',
    'a blurry photo of a {}.',
    'a cartoon {}.',
    'art of a {}.',
    'a sketch of the {}.',
    'a embroidered {}.',
    'a pixelated photo of a {}.',
    'itap of the {}.',
    'a jpeg corrupted photo of the {}.',
    'a good photo of a {}.',
    'a plushie {}.',
    'a photo of the nice {}.',
    'a photo of the small {}.',
    'a photo of the weird {}.',
    'the cartoon {}.',
    'art of the {}.',
    'a drawing of the {}.',
    'a photo of the large {}.',
    'a black and white photo of a {}.',
    'the plushie {}.',
    'a dark photo of a {}.',
    'itap of a {}.',
    'graffiti of the {}.',
    'a toy {}.',
    'itap of my {}.',
    'a photo of a cool {}.',
    'a photo of a small {}.',
    'a tattoo of the {}.',
]
