Dark vessel detection: fuse Sentinel-1 SAR imagery with live AIS to find ships that are not broadcasting — with ship-size estimation and a human-in-the-loop review dashboard
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Jul 5, 2026 - Python
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dark-vessels
Here are 5 public repositories matching this topic...
Detecting undeclared vessels with deep learning on Sentinel-1 SAR, fused with AIS over Danish waters
python deep-learning geospatial pytorch remote-sensing sar ais synthetic-aperture-radar sentinel-1 ship-detection dark-vessels maritime-surveillance
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Sep 9, 2026 - Python
2026 aeon 418 AI/ML track hackathon Winner's submission by team humanists
object-detection edge-computing dark-vessels edge-ai-engineering hackthon-project space-observation space-computing takeme2space 418-aeon terramind-tiny sentinal-1 sarfish
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Apr 30, 2026 - Python
Satellite vessel detection & port activity monitoring from Sentinel-1 SAR. Any port, any time. Python package on PyPI. Validated on Singapore (R²=0.478 for bunker sales).
python geospatial remote-sensing copernicus satellite-imagery sar ais earth-observation economic-indicators maritime vessel-detection sentinel-1 port-monitoring dark-vessels maritime-surveillance trade-monitoring
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Sep 11, 2026 - Python
Vake — independent third-party profile of a public API surface, by API Evangelist. VAKE is a Norwegian maritime domain awareness company that detects, identifies, and tracks "dark vessels" from space. The VAKE platform fuses satellite imagery, AIS signals, and machine learning to reveal hidden vessel activity at sea for governments and industry.
machine-learning company geospatial satellite-imagery defense ais maritime situational-awareness apis-json dark-vessels vessel-tracking maritime-domain-awareness
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Sep 16, 2026
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