cuibinge/marine-ecological-feature-weights

# Marine Ecological Feature Recognition Weights

This repository stores model checkpoints for the typical marine ecological environment feature recognition project.

Current checkpoint

Legacy prototype checkpoint:

green_tide_dinov3_deeplabv3plus_best_checkpoint.pth

The checkpoint is split into 512 MiB parts under:

green_tide_dinov3_deeplabv3plus_best_checkpoint.parts/

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.

Reconstruct

Windows 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

Windows cmd:

copy /b green_tide_dinov3_deeplabv3plus_best_checkpoint.parts\*.part* green_tide_dinov3_deeplabv3plus_best_checkpoint.pth

Linux/macOS:

cat green_tide_dinov3_deeplabv3plus_best_checkpoint.parts/*.part* > green_tide_dinov3_deeplabv3plus_best_checkpoint.pth

Expected size: 3689754229 bytes.