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Explore how large multimodal models can be applied to Earth observation tasks through temporal analysis and reasoning in this 39-minute conference talk by Dr. Danda Paudel from INSAIT Institute. Learn about the intersection of artificial intelligence and geospatial applications as presented at The first GAIA Symposium on Geospatial AI and Applications with Foundation Models in Sofia, Bulgaria. Discover advanced techniques for processing and analyzing Earth observation data using state-of-the-art multimodal AI models that can handle temporal sequences and perform complex reasoning tasks. Gain insights into how these foundation models are transforming the field of geospatial analysis and their potential applications in environmental monitoring, climate research, and Earth system understanding.
Syllabus
Danda Paudel: Earth Observation with (Temporal and Reasoning) Large Multimodal Models
Taught by
INSAIT Institute