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license: mit |
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viewer: false |
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--- |
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This is a dataset of image generating prompts containing objects and quantifiers such as: |
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`2 cell phones and 1 oven and 2 remotes` |
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The objects were a subset of 10 random objects taken from the COCO dataset of 80-1 (79 classes): https://docs.ultralytics.com/datasets/detect/coco/#dataset-yaml |
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`mini_prompts.txt` contains the prompts, ~16k strings with 1-3 objects per image, 1-5 instances of the object per image |
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`mini_prompts_v2.txt` contains another subset of easier prompts excluding objects used in `mini_prompts.txt`, ~4k strings with 1-2 objects per image, 1-3 instances of the object per image |
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`coco_classes.txt` is the list of COCO objects sampled for the prompts |
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`create_prompts.py` is the python script used to generate the prompts, which can be rerun for a larger dataset or a different subset of classes if desired. |
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