meganariley/inat-wildflowers-75

iNaturalist North American Wildflowers - 75 Species

A curated image classification dataset of 75 North American wildflower species, sourced from iNaturalist research-grade observations.

Dataset Summary

• Total images: 59410
• Train split: 47527 images
• Validation split: 11883 images
• Species: 75 (28 plant families)
• Source: iNaturalist research-grade observations (CC-licensed photos only)
• Region: North America

Species List

#	Common Name	Scientific Name	Images
1	Blazing Star	Liatris spicata	800
2	Blue Flag Iris	Iris versicolor	800
3	California Poppy	Eschscholzia californica	800
4	Canada Goldenrod	Solidago canadensis	800
5	Cardinal Flower	Lobelia cardinalis	800
6	Colorado Columbine	Aquilegia caerulea	800
7	Common Milkweed	Asclepias syriaca	800
8	Common Yarrow	Achillea millefolium	800
9	Dutchmans Breeches	Dicentra cucullaria	800
10	Fireweed	Chamaenerion angustifolium	800
11	Indian Blanket	Gaillardia pulchella	800
12	Indian Paintbrush	Castilleja miniata	797
13	Jack In The Pulpit	Arisaema triphyllum	800
14	Joe Pye Weed	Eutrochium purpureum	800
15	Marsh Marigold	Caltha palustris	800
16	Ox Eye Daisy	Leucanthemum vulgare	800
17	Queen Annes Lace	Daucus carota	800
18	Spring Beauty	Claytonia virginica	800
19	Trout Lily	Erythronium americanum	800
20	Virginia Bluebells	Mertensia virginica	800
21	White Trillium	Trillium grandiflorum	800
22	Wild Bergamot	Monarda fistulosa	800
23	Wild Columbine	Aquilegia canadensis	800
24	Wild Lupine	Lupinus perennis	800
25	Wild Rose	Rosa blanda	800
26	Black Eyed Susan	Rudbeckia hirta	800
27	Purple Coneflower	Echinacea purpurea	800
28	Common Sunflower	Helianthus annuus	800
29	New England Aster	Symphyotrichum novae-angliae	800
30	Chicory	Cichorium intybus	800
31	Lanceleaf Coreopsis	Coreopsis lanceolata	800
32	Butterfly Weed	Asclepias tuberosa	800
33	Swamp Milkweed	Asclepias incarnata	800
34	Spotted Jewelweed	Impatiens capensis	800
35	Mayapple	Podophyllum peltatum	800
36	True Forget Me Not	Myosotis scorpioides	800
37	Harebell	Campanula rotundifolia	321
38	Great Blue Lobelia	Lobelia siphilitica	800
39	Fire Pink	Silene virginica	800
40	Virginia Dayflower	Commelina virginica	800
41	Bunchberry	Cornus canadensis	800
42	Mountain Laurel	Kalmia latifolia	800
43	Catawba Rhododendron	Rhododendron catawbiense	800
44	Red Clover	Trifolium pratense	800
45	Wild Blue Indigo	Baptisia australis	800
46	Partridge Pea	Chamaecrista fasciculata	799
47	Bottle Gentian	Gentiana andrewsii	800
48	Wild Geranium	Geranium maculatum	800
49	Common St Johns Wort	Hypericum perforatum	800
50	Blue Eyed Grass	Sisyrinchium angustifolium	800
51	Scarlet Bee Balm	Monarda didyma	800
52	Obedient Plant	Physostegia virginiana	800
53	Canada Lily	Lilium canadense	800
54	Turks Cap Lily	Lilium superbum	800
55	Wood Lily	Lilium philadelphicum	800
56	Swamp Rose Mallow	Hibiscus moscheutos	800
57	Red Trillium	Trillium erectum	800
58	American White Water Lily	Nymphaea odorata	800
59	Common Evening Primrose	Oenothera biennis	800
60	Pink Ladys Slipper	Cypripedium acaule	800
61	Yellow Ladys Slipper	Cypripedium parviflorum	800
62	Bloodroot	Sanguinaria canadensis	799
63	Purple Passionflower	Passiflora incarnata	800
64	Turtlehead	Chelone glabra	800
65	Foxglove Beardtongue	Penstemon digitalis	800
66	Wild Blue Phlox	Phlox divaricata	800
67	Shooting Star	Primula meadia	800
68	Prairie Pasqueflower	Pulsatilla nuttalliana	800
69	Purple Pitcher Plant	Sarracenia purpurea	800
70	Eastern Skunk Cabbage	Symplocarpus foetidus	800
71	Trumpet Honeysuckle	Lonicera sempervirens	800
72	Rose Verbena	Glandularia canadensis	800
73	Common Blue Violet	Viola sororia	694
74	Birds Foot Violet	Viola pedata	800
75	Seep Monkeyflower	Erythranthe guttata	800

Data Collection

Photos collected via the iNaturalist API v1:

• quality_grade=research (community-verified)
• photo_licensed=true (Creative Commons)
• place_id=97394 (North America)
• Sorted by community votes for quality

Images resized to max 512px on longest side, saved as JPEG.

Generated by ML Intern

This dataset repository was generated by ML Intern, an agent for machine learning research and development on the Hugging Face Hub.

• Try ML Intern: https://smolagents-ml-intern.hf.space
• Source code: https://github.com/huggingface/ml-intern

Usage

from datasets import load_dataset

dataset = load_dataset('meganariley/inat-wildflowers-75')