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Sentinel-2 vessel attribute prediction #93

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@favyen2 favyen2 commented Jan 29, 2025

  • Add Sentinel-2 vessel attribute prediction dataset and model. (See dataset/model configuration files in data/sentinel2_vessel_attribute/ and dataset setup in rslp/sentinel2_vessel_attribute/create_windows.py).
  • Includes custom training code (rslp/sentinel2_vessel_attribute/train.py) to visualize all of the attributes together and also to handle heading attribute in metric / flipping. It also has confusion matrix for length/width/speed/ship-type.
  • Update Landsat/Sentinel-2 vessel detection pipelines per Improve the API for RasterFormat and VectorFormat. rslearn#146
  • Incorporate vessel attribute prediction into the Sentinel-2 vessel detection pipeline.

@favyen2 favyen2 marked this pull request as draft January 29, 2025 22:07
@favyen2 favyen2 changed the title [WIP] Sentinel-2 vessel attribute prediction Sentinel-2 vessel attribute prediction Mar 7, 2025
@favyen2 favyen2 marked this pull request as ready for review March 7, 2025 02:15
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