Product design & development from scratch of Real-time CV solution for oil & gas well drilling.
Task #1 Real-time emergency prevention: Machine is trained to understand drilling operations using SSD.
It makes possible to control the drill string hold's delay that prevents sticking. Sticking is a severe accident which happens in 2/3 cases.
Task #2 Human factor risk monitoring: Tracking, Stabilization, Feature Detection and Optical Flow algorithms help to control the right number of turns of drill pipe while screwing. It avoids accidents at thousands of meters of depth.