pokemon2fo.py

import fiftyone as fo


# Downloaded the images from hugging face using git clone
# git clone https://huggingface.co/datasets/fcakyon/pokemon-classification
POKEMON_DIR = "/home/spousty/data/pokemon-classification/data"

# There is a subdir for test, train, valid
train_pokemon = fo.Dataset.from_dir(
    dataset_dir=POKEMON_DIR + "/train",
    progress=True,
    dataset_type=fo.types.ImageClassificationDirectoryTree,
    name="train_pokemon",
    overwrite=True,
    persistent=True
)

test_pokemon = fo.Dataset.from_dir(
    dataset_dir=POKEMON_DIR + "/test",
    progress=True,
    dataset_type=fo.types.ImageClassificationDirectoryTree,
    name="test_pokemon",
    overwrite=True,
    persistent=True
)

valid_pokemon = fo.Dataset.from_dir(
    dataset_dir=POKEMON_DIR + "/valid",
    progress=True,
    dataset_type=fo.types.ImageClassificationDirectoryTree,
    name="valid_pokemon",
    overwrite=True,
    persistent=True
)

train_pokemon.tag_samples("train")
test_pokemon.tag_samples("test")
valid_pokemon.tag_samples("valid")

pokemon = train_pokemon.clone(name="pokemon", persistent=True)
pokemon.merge_samples(test_pokemon)
pokemon.merge_samples(valid_pokemon)
pokemon.save()

session = fo.launch_app(pokemon)
session.wait()