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README.md
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@@ -101,6 +101,17 @@ The dataset is made of 14 rasters resampled at 4.5 cm GSD, from three different
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<!-- Provide a longer summary of what this dataset is. -->
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Training tiles are 3555x3555 pixels, while validation and test tiles are 1777x1777 pixels, equivalent to 80x80 meters spatial extent. There is 50% overlap between train and validation tiles, and 75% between test tiles (to ensure that the largest trees of 50+ meters in diameter will fit entirely in at least one tile).
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- **Curated by:** Will be added after double-blind review.
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- **Funded by [optional]:** Will be added after double-blind review.
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<!-- Motivation for the creation of this dataset. -->
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### Source Data
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<!-- Provide a longer summary of what this dataset is. -->
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Training tiles are 3555x3555 pixels, while validation and test tiles are 1777x1777 pixels, equivalent to 80x80 meters spatial extent. There is 50% overlap between train and validation tiles, and 75% between test tiles (to ensure that the largest trees of 50+ meters in diameter will fit entirely in at least one tile).
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The table below summarizes the information on the three splits. Note that the # Annotations reported is larger than 83000 due to the overlap between tiles, which duplicates annotations.
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There is also a similar effect regarding the # Tiles: there are more test tiles than train or valid but that's because of the 75% overlap between tiles, compared to 50%.
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| Split | Tile Size (px) | Tile Size (m) | Overlap | # Tiles | # Annotations | Geographic Area % of total dataset|
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| ----- | -------------- | ------------- | ------- | ------- | ------------- | ------------------- |
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| Train | 3555 | 160.0 m | 50% | 585 | 232,071 | ~74% |
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| Valid | 1777 | 80.0 m | 50% | 387 | 38,651 | ~13% |
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| Test | 1777 | 80.0 m | 75% | 1,477 | 161,188 | ~13% |
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- **Curated by:** Will be added after double-blind review.
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- **Funded by [optional]:** Will be added after double-blind review.
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<!-- Motivation for the creation of this dataset. -->
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Will be added after double-blind review.
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### Source Data
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