Tiny package to easily explore the WordNet (and subsequently, ImageNet) structure.
pip install exin
from exin.exin import find_class
find_class('n02356798')
=>
('n00015388', 'animal, animate being, beast, brute, creature, fauna'),
('n01466257', 'chordate'),
('n01471682', 'vertebrate, craniate'),
('n01861778', 'mammal, mammalian'),
('n01886756', 'placental, placental mammal, eutherian, eutherian mammal'),
('n02329401', 'rodent, gnawer'),
('n02355227', 'squirrel'),
('n02355477', 'tree squirrel'),
('n02356798', 'fox squirrel, eastern fox squirrel, Sciurus niger'),
'fox squirrel, eastern fox squirrel, Sciurus niger']
This package basically turn the structure_released.xml of WordNet to a python dictionary (this was not made with efficiency in mind...) then given a class, say n02356798, returns the path from the root, with all the classes id's and descriptions.
You can also access the whole dictionary by using
from exin.exin import whole_dict
And play with it as you will.
If you dislike installing packages, you can just play with the attached notebook as well for the same functionality.