Datasets:
metadata
license: apache-2.0
task_categories:
- image-classification
tags:
- remote-sensing
- land-cover-classification
Description
RS56K is the most category-rich remote sensing (RS) classification dataset with 70 distinct categories. It is constructed by integrating 20 existing RS classification datasets, including RSD46-WHU, RSSCN7, OPTIMAL-31, among others. All categories are hierarchically organized into a three-level tree structure, in which the 70 leaf nodes are first clustered into 15 second-level parent nodes. These parent nodes are then further consolidated into 8 top-level nodes, representing the core scene categories: agriculture, industry, transportation, public facilities, residential areas, topography, water bodies, and landmarks.
- Number of Images: 56491
- Bands: 3
- Classes: Airport, Airplane, Airport Runway, Helipad, Runway Marking, Avenue, Bridge, Footbridge, Freeway, Intersection, Overpass, Roundabout, Railway, Train Station, Harbor, Ship, Baseball Field, Basketball Court, Football Field, Golf Course, Ground Track Field, Swimming Pool, Tennis Court, Stadium, Church, Cemetery, Parking Lot, Dam, Beach, Island, Lake, Lakeshore, River, Sea Ice, Dry Cropland, Green Farmland, Greenhouse, Terrace, Christmas Tree Farm, Forest, Mangrove, River Protection Forest, Grassland, Chaparral, Sapling, Blue Structured Factory Building, Red Structured Factory Building, Scattered Blue Roof Factory Building, Scattered Red Roof Factory Building, Refinery, Solar, Substation, Thermal Power Station, Wind, Construction Site, Storage Land, Container, Pipeline, Storage Tank, Coastal Mansion, Detached House, Mobile Home Park, Residents, Mountain, Snowberg, Desert, Cloud, Statue, Tower, Skyscraper