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You can find Dominique on LinkedIn: https://www.linkedin.com/in/dcirkel/
Music: Under K for King – Legendary
aiGrunn is on November 29th, 2024 in Forum Groningen. Get your tickets now at: https://aigrunn.org/
AI Generated Summary:
- Spheer AI develops satellite AI technology that allows users to easily create monitoring models using satellite imagery and AI. Their foundation model can be fine-tuned quickly with minimal labeled data.
- They are transitioning from doing individual AI projects to building a software product called Carto that will allow users to create their own AI models and maps using satellite data.
- Their technology uses time series satellite data and can generate maps and trend information much faster than traditional methods, requiring about 1000x less training data.
- They are currently in an alpha phase with government clients to refine the product and understand how users will actually utilize it in practice.
- Future research areas include incorporating higher resolution imagery, elevation data, and scaling their models to work globally beyond just the Netherlands.
The most exciting fact is that their system can train a customized AI model for satellite imagery analysis in just seconds or minutes, compared to traditional approaches that would take much longer and require far more labeled training data.