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meganariley/inat-wildflowers-25

🌸 iNaturalist North American Wildflowers — 25 Species A curated image classification dataset of 25 visually distinct North American wildflower species, built from research-grade iNaturalist observations. Dataset Summary Total images: 10,000 (400 per species) Splits: train (8,000) / validation (1,000) / test (1,000) Split ratio: 80 / 10 / 10 Image size: 256×256 JPEG Source: iNaturalist open data (research-grade observations only) Species #… See the full description on the dataset page: https://huggingface.co/datasets/meganariley/inat-wildflowers-25.

sourceHugging Facecc-by-nc-4.0updated 5mo agoView on Hugging Face
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Dataset Card

🌸 iNaturalist North American Wildflowers — 25 Species

A curated image classification dataset of 25 visually distinct North American wildflower species, built from research-grade iNaturalist observations.

Dataset Summary

  • —Total images: 10,000 (400 per species)
  • —Splits: train (8,000) / validation (1,000) / test (1,000)
  • —Split ratio: 80 / 10 / 10
  • —Image size: 256×256 JPEG
  • —Source: iNaturalist open data (research-grade observations only)

Species

#LabelCommon NameScientific Name
0blazing_starBlazing StarLiatris spicata
1blue_flag_irisBlue Flag IrisIris versicolor
2california_poppyCalifornia PoppyEschscholzia californica
3canada_goldenrodCanada GoldenrodSolidago canadensis
4cardinal_flowerCardinal FlowerLobelia cardinalis
5colorado_columbineColorado ColumbineAquilegia caerulea
6common_milkweedCommon MilkweedAsclepias syriaca
7common_yarrowCommon YarrowAchillea millefolium
8dutchmans_breechesDutchman's BreechesDicentra cucullaria
9fireweedFireweedChamaenerion angustifolium
10indian_blanketIndian BlanketGaillardia pulchella
11indian_paintbrushIndian PaintbrushCastilleja miniata
12jack_in_the_pulpitJack-in-the-PulpitArisaema triphyllum
13joe_pye_weedJoe-Pye WeedEutrochium purpureum
14marsh_marigoldMarsh MarigoldCaltha palustris
15ox_eye_daisyOx-eye DaisyLeucanthemum vulgare
16queen_annes_laceQueen Anne's LaceDaucus carota
17spring_beautySpring BeautyClaytonia virginica
18trout_lilyTrout LilyErythronium americanum
19virginia_bluebellsVirginia BluebellsMertensia virginica
20white_trilliumWhite TrilliumTrillium grandiflorum
21wild_bergamotWild BergamotMonarda fistulosa
22wild_columbineWild ColumbineAquilegia canadensis
23wild_lupineWild LupineLupinus perennis
24wild_roseWild RoseRosa spp.

Usage

python
from datasets import load_dataset

dataset = load_dataset("meganariley/inat-wildflowers-25")
print(dataset["train"][0])  # {'image': <PIL.Image>, 'label': 0}

License

Images sourced from iNaturalist under CC BY-NC 4.0.