APPLICATIONS CLOSED
Machine Learning for Earth Observation
Automating detection and classification of Earth features to improve geospatial data for humanitarian response and development planning.
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Omdena x HOT: AI for Humanitarian Impact 2025
A year-long open-source AI collaboration using satellite, drone, and street-level imagery to support humanitarian and climate action.
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Open-source humanitarian AI
Powerful imagery data for humanitarian decisions.
Omdena and HOT joined forces to extract actionable insight from satellite, drone, and street-level imagery for humanitarian and climate actors worldwide.
The 2025 project cohort
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Applications for this cohort are closed.
APPLICATIONS CLOSED
Street-Level Imagery Analysis
Processing, classifying, and visualizing street-level imagery for urban planning and development.
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3D Imagery Analysis & Segmentation
Extracting features from 3D imagery and point-cloud data for city planning, disaster preparedness, and environmental monitoring.
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Potential long-term collaboration opportunities with HOT for top performers.
Work on humanitarian response, climate action, and disaster-preparedness challenges.
Build practical geospatial AI experience with a global humanitarian mapping partner.