High-Resolution Satellite Deforestation & Illegal Mining Tracker
Siamese U-Net change detection model analyzing multi-temporal Sentinel-2 satellite tiles to spot forest clearing within 48 hours.
Project Overview
Ingests Sentinel-2 optical and SAR satellite imagery over protected wildlife reserves. Computes pixel-wise bi-temporal feature differences using a Siamese attention U-Net, automatically alerting forest rangers to unauthorized logging roads and open-pit mining operations.
Ingests Sentinel-2 optical and SAR satellite imagery over protected wildlife reserves. Computes pixel-wise bi-temporal feature differences using a Siamese attention U-Net, automatically alerting forest rangers to unauthorized logging roads and open-pit mining operations.
Siamese U-Net change detection model analyzing multi-temporal Sentinel-2 satellite tiles to spot forest clearing within 48 hours.
Core Project Objectives
Capture continuous analog/digital sensor readings with robust noise filtering and hardware calibration.