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STDL-soils
Hugging Face dataset heig-vd-geo/STDL-soils
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What's in it
- Data offered docs-verified
- image segmentation dataset (image modality, imagefolder format, 7,114 rows)
- Coverage llm-inferred
- Global (catalogue metadata only; not stated in docs)
- Formats docs-verified
- imagefolder (Hugging Face datasets)
- Access docs-verified
- Open download from Hugging Face; MIT licence
Useful for
- Use cases llm-inferred
- Training or fine-tuning an image segmentation model on soil-related imagery · Benchmarking segmentation approaches before adopting them for site or ground-condition image analysis · Building a labelled image set for automated classification of site photos in geotechnical or environmental surveys
- Audience llm-inferred
- GIS analysts · geotechnical engineers · environmental scientists · ML engineers
Limitations
- Constraints llm-inferred
- Dataset viewer unavailable: server error while post-processing split rows · Dataset card README is empty, so contents, labels and collection method are undocumented · Soil content is inferred from the dataset name only; not described in docs · Large download (6.88 GB) · Only train and validation splits listed; no test split shown
- Licence
- mit
- Authentication
- Unknown — review source docs
- GitHub stars
- Unknown
- Last commit
- Unknown
- Last successful page check
- 14/10/2026
- Page health
- healthy
- Package
- Not recorded
- Verification
- Not independently verified
Provenance & evidence
Verified 2026-10-15 via HF API: exists; 364 downloads/30d, 1 likes.
Metadata observed 14/10/2026 · research sweep: manual-2026-10-15 (Hugging Face datasets)