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Financement de l’UE (4 604 431 €) : Analyse vidéo à grande échelle dans le cloud Hor01/01/2016 Programme de recherche et d'innovation de l'UE « Horizon »
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Texte
Analyse vidéo à grande échelle dans le cloud
Cloud-LSVA will create Big Data Technologies to address the open problem of a lack of software tools, and hardware platforms, to annotate petabyte scale video datasets. The problem is of particular importance to the automotive industry. CMOS Image Sensors for Vehicles are the primary area of innovation for camera manufactures at present. They are the sensor that offers the most functionality for the price in a cost sensitive industry. By 2020 the typical mid-range car will have 10 cameras, be connected, and generate 10TB per day, without considering other sensors. Customer demand is for Advanced Driver Assistance Systems (ADAS) which are a step on the path to Autonomous Vehicles. The European automotive industry is the world leader and dominant in the market for ADAS. The technologies depend upon the analysis of video and other vehicle sensor data. Annotations of road traffic objects, events and scenes are critical for training and testing computer vision techniques that are the heart of modern ADAS and Navigation systems. Thus, building ADAS algorithms using machine learning techniques require annotated data sets. Human annotation is an expensive and error-prone task that has only been tackled on small scale to date. Currently no commercial tool exists that addresses the need for semi-automated annotation or that leverages the elasticity of Cloud computing in order to reduce the cost of the task. Providing this capability will establish a sustainable basis to drive forward automotive Big Data Technologies. Furthermore, the computer is set to become the central hub of a connected car and this provides the opportunity to investigate how these Big Data Technologies can be scaled to perform lightweight analysis on board, with results sent back to a Cloud Crowdsourcing platform, further reducing the complexity of the challenge faced by the Industry. Car manufacturers can then in turn cyclically update the ADAS and Mapping software on the vehicle benefiting the consumer.
| Commissariat a L Energie Atomique et aux Energies Alternatives | 280 603 € |
| Dublin City University | 386 375 € |
| European Road Transport Telematics Implementation Coordination Organisation - Intelligent Transport Systems & Services Europe | 344 219 € |
| Fundacion Centro de Tecnologias de Interaccion Visual y Comunicaciones Vicomtech | 935 125 € |
| IBM Ireland Ltd. | 384 941 € |
| Intel Corporation | 0,00 € |
| INTEL DEUTSCHLAND GmbH | 188 500 € |
| Intempora | 274 438 € |
| TASS INTERNATIONAL | 201 000 € |
| TECHNISCHE UNIVERSITEIT EINDHOVEN | 399 688 € |
| TOMTOM GLOBAL CONTENT B.V. | 312 375 € |
| TOMTOM INTERNATIONAL B.V. | 26 750 € |
| University of Limerick | 161 919 € |
| VALEO SCHALTER UND SENSOREN GmbH | 708 500 € |
https://cordis.europa.eu/project/id/688099
Cette annonce se réfère à une date antérieure et ne reflète pas nécessairement l’état actuel.
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