marine-debris/marine-debris.github.io
Quick Start Guide for MARIDA (Marine Debris Archive)
Provides Sentinel-2 satellite imagery dataset with weakly supervised pixel-level annotations for marine debris and 14 sea feature classes, enabling spectral signature extraction via HDF5 storage. Includes baseline implementations for semantic segmentation (U-Net, Random Forest) and multi-label classification (ResNet) with PyTorch, utilizing rasterio/GDAL for geospatial raster processing. Integrates with Radiant MLHub and STAC catalogs for standardized dataset discovery and access.
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Python
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MIT
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Dec 28, 2023
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