iNaturalist 2021

The iNaturalist 2021 dataset.

The dataset consists images of 10,000 species, with nearly 2.7M training images, 100K validation images and 500K test images. A "mini" training split containing 50 images per species, with a total of 500K images is also available.

Details

• Dataset name: voxel51/inaturalist-2021
• Dataset source: https://github.com/visipedia/inat_comp/tree/master/2021
• Tags: image, classification
• Supported split: train, train-mini, validation, test

Example usage

import fiftyone as fo
import fiftyone.zoo as foz

dataset = foz.load_zoo_dataset("https://github.com/voxel51/inaturalist-2021")

session = fo.launch_app(dataset)