| # Marine Ecological Feature Recognition Weights |
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| This repository stores model checkpoints for the typical marine ecological environment feature recognition project. |
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| ## Current checkpoint |
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| Legacy prototype checkpoint: |
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| `green_tide_dinov3_deeplabv3plus_best_checkpoint.pth` |
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| The checkpoint is split into 512 MiB parts under: |
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| `green_tide_dinov3_deeplabv3plus_best_checkpoint.parts/` |
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| This checkpoint is the DINOv3 + DeepLabV3+ green-tide prototype trained for one epoch on pseudo labels. Treat it as a candidate-region generator, not as the final multi-element model. |
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| ## Reconstruct |
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| Windows PowerShell: |
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| ```powershell |
| Get-ChildItem .\green_tide_dinov3_deeplabv3plus_best_checkpoint.parts\*.part* | Sort-Object Name | ForEach-Object { Get-Content $_.FullName -Encoding Byte -ReadCount 0 } | Set-Content .\green_tide_dinov3_deeplabv3plus_best_checkpoint.pth -Encoding Byte |
| ``` |
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| Windows cmd: |
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| ```cmd |
| copy /b green_tide_dinov3_deeplabv3plus_best_checkpoint.parts\*.part* green_tide_dinov3_deeplabv3plus_best_checkpoint.pth |
| ``` |
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| Linux/macOS: |
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| ```bash |
| cat green_tide_dinov3_deeplabv3plus_best_checkpoint.parts/*.part* > green_tide_dinov3_deeplabv3plus_best_checkpoint.pth |
| ``` |
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| Expected size: `3689754229` bytes.
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