The objective of the project is to automate the detection of pavement defects. Defects can be of different types: cracks, deformations, potholes and others. These defects are cataloged and detailed in standards established by the Quebec Ministry of Transport in Quebec and various authorities in other regions of the world. At present, the inspection of pavement defects (e.g. potholes, cracks, ruts) is mainly done manually. Inspectors crisscross the roads or scrutinize images taken from inspection vehicles.