This includes short and minimalistic few examples covering fundamentals of Deep Learning for Satellite Image Analysis (Remote Sensing).

A coastal asset damage-assessment dashboard: upload aerial/satellite imagery, classify assets (docks, derelict vessels, seawalls, ramps), and get cost estimates, area distribution, and a tunable hotspot heatmap — the same category of tool as commercial GIS damage-assessment products, built from scratch with open tooling.