Gully Extraction Using ML
Terrain and hydrological feature modeling for automated gully extraction from high-resolution DEM.
Machine LearningPython
AUC 0.9650 · F1 0.8224
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Geospatial Intelligence
Where Geospatial Intelligence Meets Artificial Intelligence.
I build intelligent geospatial solutions using Remote Sensing, GIS and AI/ML to extract meaningful insights and solve real-world environmental and engineering challenges.
GEOAI · REMOTE SENSING · AUTOMATION
Featured Projects
AI-Driven Geospatial Solutions
Vegetation Mapping with DL
Multispectral semantic segmentation for complex vegetation and land-cover classification.
Deep LearningPyTorch
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Water Body Detection
Adaptive spectral and image-analysis workflow for robust water extraction from high-resolution imagery.
Computer VisionArcGIS Pro
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Tree Health Monitoring
Tree detection, geolocation and satellite time-series health analysis at individual-tree level.
YOLOv11Sentinel-2
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