Simulated PhiSat Bench Dataset - Buildings
This repository contains a simulated dataset derived from Sentinel-2 data for building analysis. Specifically, the dataset simulates outputs from the PhiSat2 satellite. The data has been generated by combining information from the Google Open Buildings dataset, OpenStreetMap (OSM) Buildings data, and manual labeling.
Label Description
Each sample in the dataset includes a single-channel label. The labels are stored as floating-point values that represent the estimated percentage of building coverage within each pixel. For a pixel with a 10-meter resolution (representing 100 square meters), the label values range from 0 to 100, where:
- 0 indicates no building coverage, and
- 100 indicates full building coverage.
Use Case
This dataset is intended for training models to predict building coverage as continuous values based on satellite imagery.