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Fix Sentinel-2 vessel detection pipeline and run it for UPF.#268

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favyen2 merged 2 commits intomasterfrom
favyen/20251219-fix-vessel-pipeline
Dec 19, 2025
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Fix Sentinel-2 vessel detection pipeline and run it for UPF.#268
favyen2 merged 2 commits intomasterfrom
favyen/20251219-fix-vessel-pipeline

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@favyen2 favyen2 commented Dec 19, 2025

  • Add one_off_projects/2025_12_africa_vessels/ scripts to handle this request.
  • Update rslp/common/worker.py to support WEKA mount in worker jobs.
  • Update prediction pipeline to reduce memory usage. With AllPatchesDataset, data loader workers will have entire scenes in memory instead of just individual windows, so we need to reduce the number of workers to compensate.

- Add one_off_projects/2025_12_africa_vessels/ scripts to handle this request.
- Update rslp/common/worker.py to support WEKA mount in worker jobs.
- Update prediction pipeline to reduce memory usage. With AllPatchesDataset, data
  loader workers will have entire scenes in memory instead of just individual windows,
  so we need to reduce the number of workers to compensate.
@favyen2 favyen2 merged commit 0204f54 into master Dec 19, 2025
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@favyen2 favyen2 deleted the favyen/20251219-fix-vessel-pipeline branch December 19, 2025 19:04
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