This is a dataset of image generating prompts containing objects and quantifiers such as:
2 cell phones and 1 oven and 2 remotes
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
mini_prompts.txt
contains the prompts, ~16k strings with 1-3 objects per image, 1-5 instances of the object per image
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
coco_classes.txt
is the list of COCO objects sampled for the prompts
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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