Road traffic has a considerable impact on the comfort and quality of life in our neighborhoods and cities, notably on air quality and noise pollution. The recent evolutions in sensors, communication networks and Big Data analytics open up new perspectives in the measurement and analysis of those impacts. The CityPulse project seeks to offer live, localized and continuous measurements of the city through the installation of a network of Internet of Things (IoT) sensors.