renukadevichappidi/swedish-flowers-dataset

Swedish Flowers Dataset

A dataset of 90 Swedish wildflower species with 13,496 images collected from iNaturalist, GBIF and Wikimedia Commons. Designed for machine learning (ML) image classification tasks focused on Swedish native flora.

About the Creator

This dataset was created and curated by Renuka Devi Chappidi.

• Hugging Face: renukadevichappidi

Dataset Statistics

Split	Images
Train	10,796
Validation	1,349
Test	1,351
Total	13,496

• 90 species of Swedish wildflowers
• All images 224x224 pixels
• Images collected from Sweden only
• Includes augmented images for better model generalization

Classes (90 Swedish Wildflower Species)

Åkerforgätmigej, Åkertistel, Åkervädd, Ålgräs, Ängsbräsma, Ängsklocka, Ängskovall, Ängsnäva, Ängsskallra, Ängsvädd, Backtimjan, Blodrot, Blåklint, Blåmunkar, Blåsippa, Brunört, Dagkåpa, Fackelblomster, Fingerborgsblomma, Fältvädd, Färgkulla, Gråbo, Gul_näckros, Gullris, Gullviva, Gulmåra, Gulvial, Gåsört, Gökblomster, Harsyra, Hjortron, Humlelusern, Hundkex, Hästhov, Hönsarv, Johannesört, Jungfru_Marie_nycklar, Kabbleka, Klockgentiana, Korsört, Kråkvicker, Kungsmynta, Käringtand, Liljekonvalj, Linnea, Liten_blåklocka, Ljung, Läkevänderot, Manlig_nattviol, Maskros, Midsommarblomster, Mjuknäva, Mjölkört, Nattviol, Nejlikrot, Prästkrage, Renfana, Revsuga, Rolleka, Rödblära, Rödklöver, Rödplister, Skelört, Skogsknipprot, Skogsnäva, Skogsstjarna, Skogsögontröst, Slåtterblomma, Smultron, Småglim, Smörblomma, Smörbollar, Stenros, Stinknäva, Stor_blåklocka, Styvmorsviol, Svärdslilja, Teveronika, Tusensköna, Tvåblad, Vallmo, Vanlig_hampdån, Vattenklöver, Vit_näckros, Vitdåvel, Vitklöver, Vitsippa, Vägtistel, Våtarv, Ögontröst

Use Cases

• Flower species classification
• Plant species recognition
• Swedish nature ML models
• Biodiversity research and education

Sources

• iNaturalist (CC licensed, Sweden only)
• GBIF (open biodiversity data, Sweden only)
• Wikimedia Commons (CC licensed)

Attribution

• Dataset created and curated by Renuka Devi Chappidi
• Images sourced from publicly available CC-licensed repositories
• All copyright remains with the original photographers
• Original photographers retain their rights
• This dataset is for non-commercial research only

License

CC-BY-NC-4.0 - Free for research and education, not for commercial use.

Citation

If you use this dataset in your research, please cite:

@misc{swedish_flowers_dataset, author = {Chappidi, Renuka Devi}, title = {Swedish Flowers Dataset}, year = {2026}, publisher = {Hugging Face}, howpublished = {https://huggingface.co/datasets/renukadevichappidi/swedish-flowers-dataset} }