iNatAg mini

Overview

iNatAg-mini is a large-scale dataset derived from the iNaturalist dataset, designed for species classification and crop/weed classification in agricultural and ecological applications.

It consists of 2,959 species with a breakdown of 1,986 crop species and 973 weed species.The dataset contains a total of 560,844 images, making it one of the largest and most diverse datasets available for plant species identification and classification.

List iNatAg-mini datasets

from pprint import pprint
import agml

print(agml.data.public_data_sources(parent_dataset='iNatAg-mini'))

Loading iNatAg-mini dataset

You can start off by using the AgMLDataLoader to download and load an iNatAg-mini dataset into a container:

loader = agml.data.AgMLDataLoader('iNatAg-mini/sorghum_bicolor')
loader.info.summary()

Examples

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