Datasets › LandCover.ai
LandCover.ai (Dataset for Automatic Mapping of Buildings, Woodlands, Water and Roads from Aerial Imagery)
The LandCover.ai (Land Cover from Aerial Imagery) dataset is a dataset for automatic mapping of buildings, woodlands, water and roads from aerial images.
Dataset features
- land cover from Poland, Central Europe
- three spectral bands - RGB
- 33 orthophotos with 25 cm per pixel resolution (~9000x9500 px)
- 8 orthophotos with 50 cm per pixel resolution (~4200x4700 px)
- total area of 216.27 sq. km
Dataset format
- rasters are three-channel GeoTiffs with EPSG:2180 spatial reference system
- masks are single-channel GeoTiffs with EPSG:2180 spatial reference system
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Semantic Segmentation | LandCover.ai | U-Net (ConvFormer-M36) mIoU 87.64 | U-Net Ensemble for Enhanced Semantic Segmentation in... | — | 1 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 11. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| U-Net Ensemble for Enhanced Semantic Segmentation in Remote Sensing Imagery | 0 | 1 | 8 Jun 2024 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License
Modalities archive 2025-07-28
No modality tagged.
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- LandCover.ai
1 variant name, as the archive lists them.
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