A python based tool for looking things up in coco
- Clone repo
- Install dependencies
pip install -r requirements.txt - Download the COCO data set from https://cocodataset.org/#home
- Configure the
config.jsonfile to point to the correct directories
Search for instances of a search term in captions
Example:
python3 cocosearch.py --caption "lone bear"
536292:
A lone bear is walking in the woods.
489183:
A lone bear walking in the woods in fall.
175057:
A lone bear in the woods peering forward.
353306:
A lone bear walking through a field of grass and flowers.
326011:
A lone bear is walking in the wooded area.
203775:
A lone bear wanders through a verdant field.
574720:
A lone bear is walking in the tall grass and trees.
123891:
A lone bear walking up a grassy hillside.
5745:
a lone bear stands in the wilderness watching
Search by Image ID to get the captions, object categories, and a link to view the image
python3 coco.py --image_id 203775
Image ID: 203775
A grizzly bear in a brushy mountain meadow.
A bear walking in the woods through the grass.
Brown and white animal standing in an open field of grass.
A lone bear wanders through a verdant field.
a small animal stands in a brush area
(23, animal, bear)
http://images.cocodataset.org/train2017/000000203775.jpg