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Llama3-SSL4EO-S12-v1.1-captions
Hugging Face dataset ibm-esa-geospatial/Llama3-SSL4EO-S12-v1.1-captions
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What's in it
- Data offered docs-verified
- image captions for satellite image samples · three question-answer pairs per sample (question_1 to question_3) about image content · class and tag labels (e.g. land, ocean, forest, river, waterway) · sample_id and time_id
- Coverage llm-inferred
- Global
- Formats docs-verified
- CSV
- Access docs-verified
- Licence: llama3; no authentication listed in ENTRY (auth: null)
Useful for
- Use cases llm-inferred
- Screening satellite image archives for land, water and forest scenes using class and tag labels before manual review · Benchmarking zero-shot vision-language models on land-cover captions when evaluating remote-sensing AI tools · Building training text for an in-house earth-observation image search or question-answering prototype
- Audience llm-inferred
- GIS analysts · remote sensing specialists · ML engineers · ecologists
Limitations
- Constraints llm-inferred
- Captions and Q&A are generated text; sample captions contain claims not checkable from the page (e.g. measured sizes, an object labelled 'VIVE'), so treat them as unverified · Sample ocean and land descriptions are inconsistent between rows (e.g. ocean described as dark blue in one row and black in another) · Dataset card body is not captured in DOCS, so source imagery, resolution, time coverage and generation method are unverified · Caption-generating model is not documented in DOCS; the name suggests Llama 3 but this is unconfirmed · Imagery itself is not visible in the DOCS schema; only text and tabular fields are shown · Llama 3 licence terms should be checked before commercial use
- Licence
- llama3
- 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; 1518 downloads/30d, 5 likes.
Metadata observed 14/10/2026 · research sweep: manual-2026-10-15 (Hugging Face datasets)