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Add dataset summary figures for roads

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  1. README.md +15 -3
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  # Simulated PhiSat Bench Dataset - Roads
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  This dataset comprises simulated PhiSat2 data derived from Sentinel-2, tailored for pixel-wise regression tasks aimed at estimating road coverage.
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  <!-- phi2fm-dataset-figures:start -->
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  ## Dataset Visual Summary
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- - Samples: `36`
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  - Image shape: `(1, 5119, 5119)`
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  - Label shape: `(1, 5119, 5119)`
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- - Approximate mean label coverage: `0.006%`
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- - Approximate mean positive-pixel fraction: `0.0194`
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  ![Representative samples](./figures/roads_preview_grid.png)
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+ ---
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+ pretty_name: PhilEO-Bench Road Density Regression
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+ tags:
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+ - image
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+ - geospatial
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+ - remote-sensing
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+ - earth-observation
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+ - satellite-imagery
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+ - regression
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+ - road-density
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+ ---
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+
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  # Simulated PhiSat Bench Dataset - Roads
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  This dataset comprises simulated PhiSat2 data derived from Sentinel-2, tailored for pixel-wise regression tasks aimed at estimating road coverage.
 
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  <!-- phi2fm-dataset-figures:start -->
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  ## Dataset Visual Summary
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+ - Samples: `70`
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  - Image shape: `(1, 5119, 5119)`
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  - Label shape: `(1, 5119, 5119)`
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+ - Approximate mean label coverage: `0.012%`
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+ - Approximate mean positive-pixel fraction: `0.0367`
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  ![Representative samples](./figures/roads_preview_grid.png)
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