Photo by DeepMind on Unsplash

iNaturalist Licensed Observation Images Dataset for Machine Learning

Install DagsHub:

pip install dagshub
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To stream this data directly on DagsHub

from dagshub.streaming import DagsHubFilesystem

fs = DagsHubFilesystem(".", repo_url="https://dagshub.com/DagsHub-Datasets/inaturalist-open-data-dataset")

fs.listdir("s3://inaturalist-open-data")
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Description

iNaturalist is a community science effort in which participants share observations of living organisms that they encounter and document with photographic evidence, location, and date. The community works together reviewing these images to identify these observations to species. This collection represents the licensed images accompanying iNaturalist observations.

Additional information

Documentation

Documentation can be found here.”>https://github.com/inaturalist/inaturalist-open-data/tree/documentation”>here. You can learn more about iNaturalist here.”>https://www.inaturalist.org/”>here.

Update frequency

Images are posted in real time, and we are currently copying over images from existing observations. Metadata is updated monthly. More information on the metadata can be found in the documentation

License

Creative Commons or Public Domain (CC0), varying by image. More information on how to query and properly treat licenses can be found in the documentation

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