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Upload mlm.yaml

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+ $schema: "https://stac-extensions.github.io/mlm/v1.5.0/schema.json"
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+ properties:
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+ name: FTW 3 Class Unet
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+ architecture: torchgeo.models.unet
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+ artifact_type: torch.export.save
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+ framework: torch
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+ framework_version: 2.8.0
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+ accelerator: cuda
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+ total_parameters: 1234567
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+ tasks: [semantic-segmentation]
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+ input:
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+ - name: Imagery
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+ bands: [B04, B03, B02, B08, B04, B03, B02, B08]
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+ input:
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+ shape: [-1, 8, -1, -1]
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+ dim_order: [batch, channel, height, width]
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+ data_type: float32
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+ pre_processing_function:
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+ format: torch.export.load
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+ expression:
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+ id: export-transform
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+ name: transforms
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+ href: path/to/archive.pt2
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+ type: "application/octet-stream; framework=pytorch; profile=ExportedProgram"
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+ output:
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+ - name: segmentation-output
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+ tasks: [semantic-segmentation]
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+ result:
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+ shape: [-1, 3, -1, -1]
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+ dim_order: [batch, classes, height, width]
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+ data_type: float32
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+ classification:classes:
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+ - value: 0
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+ name: background
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+ - value: 1
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+ name: field
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+ - value: 2
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+ name: field-boundary