Earth Observation through Large Vision Models

Explore the potential of large AI models in Earth observation through a 36-minute conference talk at EuroPython 2024. Discover how satellite imagery and advanced vision models can revolutionize location planning, disaster response, and infrastructure development. Learn to access open satellite datasets, fine-tune vision and multimodal models, and apply them to zero-shot classification, object detection, and image-to-image translation in satellite imagery. Gain insights into leveraging artificial intelligence for analyzing complex multi-band electromagnetic spectrum data from European Space Agency satellites, opening up new possibilities in urban planning and emergency management.

Earth Observation through Large Vision Models — Mayank Khanduja