The ZEBRA (Zebra crossing Expertise By automatic Risk Assessment) project was selected by the Délégation de la Sécurité Routière as part of its annual call for projects. This project is governed by a multi-party agreement between the French Road Safety Authority (DSR), the Centre d'études et d'expertise sur les risques, l'environnement, la mobilité et l'aménagement (Cerema), the University of Bordeaux, the French National Institute for Health and Medical Research (Inserm) and ADERA. This deliverable is the executive summary of the ZEBRA project. In three pages, it presents the essential elements of the final report, briefly outlining the methodology used before focusing on the presentation of the project results. It also puts forward various proposals for the attention of public decision-makers.