TerraMind Demo

Ice

Dataset: https://data.dtu.dk/collections/AI4Arctic_Sea_Ice_Challenge_Dataset/6244065

Based on Sentinel-1 and MWR. Using only Sentinel-1.

Idea: Predict sea ice type

• Separate models for SIC, SOD, FLOE
• SIC could also be considered a pixel-wise regression task
• Explore thinking in modalities

Comparison

1. Terramind with fine tuning
2. Terramind with thinking in modalities
3. Training U-Net from scratch