IBM ESA Geospatial

IBM and ESA 🌍 Advancing Geospatial AI with TerraMind

IBM and the European Space Agency (ESA) introduce TerraMind, the first multimodal, any-to-any generative foundation model for Earth Observation. TerraMind reaches new SOTA results on downstream tasks and introduces the "Thinking-in-Modalities" approach to handle missing modalities. The model was pre-trained in partnership with Jülich Supercomputing Centre (Forschungszentrum Jülich) and supported by the FAST-EO project.

🤝 Open Source

The FAST-EO partners and ESA are committed to Open Source, sharing knowledge, and driving innovation for the geospatial domain.

📚 Papers and Resources

Explore the technical paper detailing TerraMind's architecture and applications here.

📊 Upcoming Models and Datasets

Stay tuned for our upcoming model and dataset releases: Llama3-MS-CLIP and TerraMesh.

🚀 Challenge

Already working with TerraMind? Submit your use case to the TerraMind Blue-Sky Challenge, a bi-monthly award spotlighting the boldest, most imaginative ways using TerraMind.

Explore our models, datasets, and papers, and join our discussions to shape the future of geospatial AI!