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This contains training, inference, and post-processing pipelines for the models served | ||
at https://satlas.allen.ai/. | ||
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## Marine Infrastructure | ||
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Training: | ||
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python -m rslp.rslearn_main model fit --config data/satlas/marine_infra/config.yaml | ||
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Inference: | ||
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python -m rslp.main satlas write_jobs_for_year_months '[[2024, 7]]' MARINE_INFRA 'gs://rslearn-eai/projects/satlas/marine_infra/version-20241212/{year:04d}-{month:02d}/' skylight-proto-1 rslp-job-queue-favyen | ||
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Post-processing: | ||
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python -m rslp.main satlas merge_points MARINE_INFRA 2024-07 gs://rslearn-eai/projects/satlas/marine_infra/version-20241212/2024-07/ gs://rslearn-eai/projects/satlas/marine_infra/version-20241212/merged/ | ||
python -m rslp.main satlas smooth_points MARINE_INFRA 2024-07 gs://rslearn-eai/projects/satlas/marine_infra/version-20241212/merged/ gs://rslearn-eai/projects/satlas/marine_infra/version-20241212/smoothed/ | ||
python -m rslp.main satlas publish_points MARINE_INFRA gs://rslearn-eai/projects/satlas/marine_infra/version-20241212/smoothed/ 'marine-default-cluster@v4' | ||
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## Wind Turbine | ||
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Training: | ||
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python -m rslp.rslearn_main model fit --config data/satlas/wind_turbine/config.yaml | ||
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Inference: | ||
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python -m rslp.main satlas write_jobs_for_year_months '[[2024, 1]]' WIND_TURBINE 'gs://rslearn-eai/projects/satlas/wind_turbine/version-20241210/{year:04d}-{month:02d}/' skylight-proto-1 rslp-job-queue-favyen --days_before 90 --days_after 181 | ||
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Post-processing: | ||
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python -m rslp.main satlas merge_points WIND_TURBINE 2024-01 gs://rslearn-eai/projects/satlas/wind_turbine/version-20241210/2024-01/ gs://rslearn-eai/projects/satlas/wind_turbine/version-20241210/merged/ | ||
python -m rslp.main satlas smooth_points WIND_TURBINE 2024-01 gs://rslearn-eai/projects/satlas/wind_turbine/version-20241210/merged/ gs://rslearn-eai/projects/satlas/wind_turbine/version-20241210/smoothed/ | ||
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Publishing for wind turbine is not supported yet since it needs to be combined with the | ||
detected solar farms and published as "renewable energy" GeoJSON. |
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