Drones have come a long way from being RC based toys to becoming weapons used in wars. DroneEye acts as the eye and brain of a drone using its onboard camera, the DroneEye hardware and its software suit. DroneEye processes images in real time and geo-localizes points of interests, tracks suspicious objects and performs image stabilization all onboard. Its on- ground segment provides useful insights like 3-D surface model, mosaic of a scene, digital elevation model, vegetation index, geo-measurements and tools to detect changes in a particular terrain. It is a useful tool for the real estate, defence, mining and agriculture sectors.