Sentinel-2-specific foundation models outperform ImageNet on multi-continent crop mapping, with 100 labels achieving high overall accuracy but 900 required to address class imbalance.
Seasonality, crop type and crop phenology influence crop damage by wildlife herbivores in africa and asia,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2024 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
On the Generalizability of Foundation Models for Crop Type Mapping
Sentinel-2-specific foundation models outperform ImageNet on multi-continent crop mapping, with 100 labels achieving high overall accuracy but 900 required to address class imbalance.