Datasets:
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README.md
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### Spatio-Temporal Distribution
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The FLAIR dataset consists of 77 762 patches. Each patch includes a high-resolution aerial image (512x512) at 0.2 m, a yearly satellite image time series (40x40 by default) with a spatial resolution of 10 m,
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and pixel-precise elevation and land cover annotations at 0.2 m resolution (512x512).
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<p align="center"><img src="flair-patches.png" alt="" style="width:70%;max-width:600px;"/></p><br>
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### Annotations
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Each pixel has been manually annotated by photo-interpretation of the 20 cm resolution aerial imagery, carried out by a team supervised by geography experts from the IGN.
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Movable objects like cars or boats are annotated according to their underlying cover.
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<p align="center"><img src="flair-splits.png" alt="" style="width:50%;max-width:600px;"/></p>
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<br><br>
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## Baseline code
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### Spatio-Temporal Distribution
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The FLAIR dataset consists of 77 762 patches. Each patch includes a high-resolution aerial image (512x512) at 0.2 m, a yearly satellite image time series (40x40 by default) with a spatial resolution of 10 m,
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with cloud and snow masks, and pixel-precise elevation and land cover annotations at 0.2 m resolution (512x512).
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<p align="center"><img src="flair-patches.png" alt="" style="width:70%;max-width:600px;"/></p><br>
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### Band order
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Aerial : 1. Red; 2. Green; 3. Blue; 4. NIR; 5. nDSM <br/>
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Satellite : 1. Blue (B2 490nm); 2. Green (B3 560nm); 3. Red (B4 665nm); 4. Red-Edge (B5 705nm); 5. Red-Edge2 (B6 470nm);
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6. Red-Edge3 (B7 783nm); 7. NIR (B8 842nm); 8. NIR-Red-Edge (B8a 865nm); 9. SWIR (B11 1610nm); 10. SWIR2 (B12 2190nm)
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### Annotations
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Each pixel has been manually annotated by photo-interpretation of the 20 cm resolution aerial imagery, carried out by a team supervised by geography experts from the IGN.
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Movable objects like cars or boats are annotated according to their underlying cover.
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<p align="center"><img src="flair-splits.png" alt="" style="width:50%;max-width:600px;"/></p>
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Official split: <br/>
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<table border="1">
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<tr>
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<th><font color="#c7254e">TRAIN:</font></th>
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<td>D006, D007, D008, D009, D013, D016, D017, D021, D023, D030, D032, D033, D034, D035, D038, D041, D044, D046, D049, D051, D052, D055, D060, D063, D070, D072, D074, D078, D080, D081, D086, D091</td>
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</tr>
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<tr>
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<th><font color="#c7254e">VALIDATION:</font></th>
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<td>D004, D014, D029, D031, D058, D066, D067, D077</td>
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</tr>
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<tr>
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<th><font color="#c7254e">TEST:</font></th>
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<td>D015, D022, D026, D036, D061, D064, D068, D069, D071, D084</td>
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</tr>
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</table>
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<br><br>
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## Baseline code
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