







With 2,615 km of sewer pipes, 3,906 km of water pipes and 885 km of stormwater infrastructure, Mangaung Metropolitan Municipality appointed SMEC South Africa to develop operational and maintenance plans for its ageing water and sanitation infrastructure. As part of the Asset Investigation, SMEC devised a Computer Vision Model to speed up analysis of underground CCTV footage.