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TerraMind-1.0-Tokenizer-LULC
Hugging Face model ibm-esa-geospatial/TerraMind-1.0-Tokenizer-LULC
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What's in it
- Data offered docs-verified
- LULC map encoding to tokens · LULC token decoding and reconstruction · LULC encode-decode round trip via forward pass
- Access docs-verified
- Open source under Apache-2.0 licence, loaded via TerraTorch registry (FULL_MODEL_REGISTRY.build with pretrained=True); no API key stated in docs
Useful for
- Use cases llm-inferred
- Tokenising LULC rasters as inputs for TerraMind-based land-cover experiments · Encode-decode round-trip checks on LULC maps to assess tokenisation fidelity before downstream modelling · Preparing LULC conditioning inputs for TerraMind generation workflows in TerraTorch
- Audience llm-inferred
- GIS analysts · remote sensing / EO specialists · ML engineers using TerraTorch
Limitations
- Constraints llm-inferred
- Tokenizer component only: encodes and decodes LULC maps and is not a standalone land-cover classifier · Requires TerraTorch (and the TerraMind models for generation workflows) · Fixed LULC legend of nine classes plus a no-data class (ESRI-sourced); not applicable to other classification schemes without retraining · Training geography and time span are not stated in the docs · No spatial resolution, update frequency or hosted inference provider stated
- Licence
- apache-2.0
- Authentication
- No API key required (repository README, auto-extracted; check upstream requirements)
- 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; 1200 downloads/30d, 0 likes.
Metadata observed 14/10/2026 · research sweep: manual-2026-10-15 (Hugging Face models)