| --- |
| id: aquaculture |
| type: element |
| name: Aquaculture area and facilities |
| task_types: [semantic_segmentation, instance_segmentation, change_detection, polygon_extraction] |
| preferred_heads: [validity, context, semantic_segmentation, instance, change_detection] |
| label_formats: [mask, polygon, coco, geojson, shp] |
| positive_label: aquaculture |
| negative_policy: unlabeled_is_ignore |
| typical_sensors: [PMS, MUX, MSI, SAR] |
| typical_resolutions_m: [1, 2, 10] |
| --- |
| |
| # Aquaculture |
|
|
| Aquaculture may appear as dense rafts, cages, ponds, lines, grids, or coastal |
| facilities. It is not only a semantic segmentation problem; some datasets may |
| require instance, polygon, or change-detection heads. |
|
|
| ## Required Context |
|
|
| - Ships, docks, land structures, and waves are hard negatives. |
| - Scale is critical; preserve resolution and patch-size metadata. |
|
|
