DeepFlows is developing a cloud-based traffic intelligence platform to help transport planners, governments and city councils reduce the friction to access traffic data using computer vision technology. This presentation will walk the audience through the opportunities that we are visioning and the challenges that we are encountering when it comes to applying machine learning to collect traffic data in Tunisia. DeepFlows is a Tunisian based DeepTech startup with the ambition of becoming the next African unicorn in advanced traffic management systems.