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