NorthStar Earth & Space

Artificial Intelligence

• Take ownership of the tree species classification pipeline and reference data
• Build a benchmark to compare Tessera and AlphaEarth embeddings with the current pipeline
• Train and evaluate simple classifiers, including random forests and a small neural network
• Measure performance based on the amount of labeled data used, from 5% to 100%
• Test the impact of mixed forest stand polygons
• Present results by species, with particular attention to rare species
• Deliver clean, well-documented code integrated into the repository
• Produce a short final report and presentation for the team
• Work directly with the EI² team’s scientists and data scientists

Explore Research Intern – AI for Earth Observation at NorthStar Earth & Space. Review requirements and application details.

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Research Intern – AI for Earth Observation