Digital surveillance cameras can be used for monitoring traffic. The monitoring is often done manually by human operators. However, by using computer vision and artificial intelligence, it is possible to design software that can analyze the traffic seen by the cameras automatically and in real time. The result can be used to reroute traffic, to increase safety and to utilize the road network more efficiently. Ongeas helped the client by developing software that does this. The software runs embedded in standard surveillance cameras on the built-in processor and is based on advanced computer vision and AI technologies.