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| title: DarkVesselNet | |
| emoji: "\U0001F6F0" | |
| colorFrom: blue | |
| colorTo: indigo | |
| sdk: gradio | |
| sdk_version: 6.14.0 | |
| app_file: app.py | |
| pinned: true | |
| license: apache-2.0 | |
| short_description: CPU-safe dark-vessel reasoning demo for S1/S2/AIS fusion. | |
| tags: | |
| - remote-sensing | |
| - sentinel-1 | |
| - sentinel-2 | |
| - ais | |
| - dark-vessel | |
| - geospatial | |
| - prithvi-2 | |
| - clay-v1 | |
| - satmae | |
| - dofa | |
| - satlasnet | |
| - remoteclip | |
| - xview3 | |
| - tgard | |
| - pi-dpm | |
| - earth-observation | |
| - sar | |
| # DarkVesselNet | |
| Multi-modal remote sensing stack for dark vessel detection. Sentinel-1 SAR plus Sentinel-2 optical plus AIS are fused through geospatial foundation-model backbones in the full repository, with physics-informed anomaly reasoning via TGARD and Pi-DPM. | |
| This public Hugging Face Space is the CPU-safe demo path: pick an area of interest and the app generates shape-consistent synthetic Sentinel-1, Sentinel-2, and AIS tensors, then runs the same scoring trace used by the scaffold. It does not download live Planetary Computer scenes or MarineCadastre AIS on the free Space tier. | |
| See the [GitHub repository](https://github.com/arunshar/darkvessel-stack) for the full pipeline, training recipes, and xView3-SAR leaderboard reproduction. | |