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Give description of the classes to CLIP #94

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TimotheeWrightFicha opened this issue Apr 5, 2023 · 0 comments
Open

Give description of the classes to CLIP #94

TimotheeWrightFicha opened this issue Apr 5, 2023 · 0 comments

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@TimotheeWrightFicha
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[Question]

I tried to use a custom vocabulary. As Some of the classes are very specific, I wanted to give a clear description of my class to CLIP.

As it is an image - text pair I figured that having a very long and descriptive text could help CLIP match the correct classes.

vocabulary = 'custom'
metadata = MetadataCatalog.get("__unused")
metadata.thing_classes = [
  'food can',
  'drink can',
  'aluminium foil',
  'Packaging made of paper, cardboard, without plastic protection film'
]

Is there another way to do it ? Will it help if I write a 3 lines paragraph that describe the class ?
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@TimotheeWrightFicha