fAIr-ds-builder¶
Training datasets from HOT Tasking Manager projects: 256x256 OpenAerialMap image tiles with the OpenStreetMap features mapped on them, published on Hugging Face with a STAC catalogue.
To use a dataset, see Load a dataset, or view it on a map with STAC Browser or QGIS. To make one from your own Tasking Manager projects, see Build a dataset.
Datasets¶
From the fAIr Open Mapping Gurus programme, where community mappers create training data for fAIr, all in one STAC catalogue (open in STAC Browser).
| Dataset | Labels | Tasks | Zoom | Projects |
|---|---|---|---|---|
| fAIr-guru-td-buildings | Building footprints, with masks | Segmentation | 19 | 40695, 50793, 60363 |
| fAIr-guru-td-highways | Road centrelines, with 6 m masks | Segmentation | 19 | 40695, 50793, 60363 |
| fAIr-guru-td-roof-type | Buildings by roof:material |
Segmentation, classification | 19 | 40695, 50793 |
| fAIr-guru-td-road-surface | Roads by surface |
Segmentation, classification | 19 | 40695, 50793, 60363 |
| fAIr-guru-td-trees | Tree points and tree groups | Detection | 20 | 50661 |
| fAIr-guru-td-solar | Rooftop solar panels | Segmentation | 21 | 50661 |
Licensing¶
Imagery CC-BY 4.0, "contributors of Open Imagery Network" (source). Labels ODbL 1.0, "OpenStreetMap contributors" (source). Tooling GPL-3.0-or-later.