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 {}.", ]