content: kinetics_templates_action_clip = [
      f"a photo of action {{}}",
      f"a picture of action {{}}",
      f"Human action of {{}}",
      f"{{}}, an action",
      f"{{}} this is an action",
      f"{{}}, a video of action",
      f"Playing action of {{}}",
      f"{{}}",
      f"Playing a kind of action, {{}}",
      f"Doing a kind of action, {{}}",
      f"Look, the human is {{}}",
      f"Can you recognize the action of {{}}?",
      f"Video classification of {{}}",
      f"A video of {{}}",
      f"The man is {{}}",
      f"The woman is {{}}",
  ]
  
  kinetics_templates = [
      "A photo of action {}.",
      "A video of action {}.",
      "He or she is {}.",
      "A person is doing {}.",
      "Look, the human is {}.",
      "Human action of {}.",
      "Playing action of {}.",
      "Video classification of {}.",
      "Doing a kind of action, {}.",
      "Playing a kind of action, {}.",
      "Can you recognize the action of {}?",
      "{}, an action.",
      "{} this is an action.",
      "{}, a video of action.",
      "An action of {} is in the video.",
      "There is a person doing {} in the video.",
      "A photo of a person doing {}.",
      "A photo of a person performing {}.",
      "A photo of a person practicing {}.",
      "A video of a person doing {}.",
      "A video of a person performing {}.",
      "A video of a person practicing {}.",
      "A example of a person doing {}.",
      "A example of a person performing {}.",
      "A example of a person practicing {}.",
      "A demonstration of a person doing {}.",
      "A demonstration of a person performing {}.",
      "A demonstration of a person practicing {}.",
  ]
  
  imagenet_templates = [
      "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 {}.",
  ]
  