# 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.