Terrain Modeling with ML
High-resolution DEM terrain and hydrological feature modeling for automated erosion-channel extraction.
Machine LearningDEM
AUC 0.9650
→
Our Work
Selected Projects.
Public-safe summaries of geospatial AI and remote-sensing work. Client names, exact locations, coordinates and confidential deliverables are intentionally omitted.
Vegetation Mapping & Classification
Deep-learning semantic segmentation using multispectral imagery for complex vegetation classes.
Deep LearningUAV Imagery
→
Water Body Detection
Adaptive spectral and object-based analysis for robust high-resolution water extraction.
Computer VisionRemote Sensing
→
Tree Health Monitoring
Object detection, geolocation and satellite time-series monitoring for tree-level health assessment.
YOLOv11Sentinel-2
→
Object-Based Wetland Mapping
Spectral indices, elevation and canopy-height information combined in an OBIA workflow.
OBIAClassification
→
SAR Wetland Classification
L-band SAR calibration, speckle filtering and decomposition for wetland class extraction.
SARWetlands
→
Coastal Ecology Mapping
Remote-sensing classification and ecological interpretation for coastal land-cover assessment.
CoastalEcology
→
Urban Surface Classification
Pervious/impervious mapping designed to support drainage and spatial modeling workflows.
ClassificationGIS
→