Cyclone Intensity Estimation over Indian Ocean: Integration of INSAT Satellite Imagery, YOLOv5, and custom CNN model for Automated Dvorak Technique.
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Nov 20, 2023 - PureBasic
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indian-ocean
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Interactive visualization of possible historical dhow voyages and port connections across the Indian Ocean
proof-of-concept digital-humanities d3js monsoon interactive-map indian-ocean dhow maritime-history voyage-simulation
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Apr 6, 2026 - HTML
Each script and notebook in the repository is well-documented, with extensive logging for transparency and reproducibility. The repository is designed for researchers, data scientists, and conservationists interested in applying data-driven methods to marine ecology and species management.
dolphin tuna forecasting regression-models fisherman pakistan fisheries-research geospatial-visualization temporal-graphs cetaceans indian-ocean bycatch gillnet arabian-sea northern-indian-ocean
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Sep 12, 2024 - Jupyter Notebook
Detecting AIS-dark vessels in the Indian Ocean using satellite SAR imagery and deep learning. CNN + LSTM + RNN fusion system trained on real Global Fishing Watch data with implications for India's maritime domain awareness.
deep-learning tensorflow anomaly-detection vessel-detection indian-ocean sar-imagery maritime-security dark-fleet
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Aug 18, 2026 - Jupyter Notebook
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