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Opendata, web and dolomites

Cloud-LSVA

Cloud Large Scale Video Analysis

Total Cost €

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EC-Contrib. €

0

Partnership

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Outcomes and
results

Cloud-LSVA project word cloud

Explore the words cloud of the Cloud-LSVA project. It provides you a very rough idea of what is the project "Cloud-LSVA" about.

opportunity day learning automotive sensors elasticity primary perform offers mapping hardware objects crowdsourcing image market innovation heart platforms error tool exists drive dominant cameras assistance sent automated create building reducing industry sensor lack computing 10tb big expensive faced lsva camera data vision technologies adas connected commercial vehicles date road small tools update manufacturers scaled generate annotation sensitive reduce annotate platform scenes turn events vehicle algorithms techniques back datasets capability complexity semi central board considering machine annotations price hub lightweight critical benefiting sustainable training leader prone tackled provides driver computer car cloud world human navigation customer mid basis video modern 2020 cmos petabyte manufactures leverages cyclically area software autonomous traffic demand annotated

Project "Cloud-LSVA" data sheet

The following table provides information about the project.

Coordinator	FUNDACION CENTRO DE TECNOLOGIAS DE INTERACCION VISUAL Y COMUNICACIONES VICOMTECH Organization address address: PASEO MIKELETEGI PARQUE TECNOLOGICO DE MIRAMON 57 city: DONOSTIA SAN SEBASTIAN postcode: 20009 website: www.vicomtech.org contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.
Coordinator Country	Spain [ES]
Project website	http://cloud-lsva.eu
Total cost	4˙604˙431 €
EC max contribution	4˙604˙431 € (100%)
Programme	1. H2020-EU.2.1.1. (INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Information and Communication Technologies (ICT))
Code Call	H2020-ICT-2015
Funding Scheme	RIA
Starting year	2016
Duration (year-month-day)	from 2016-01-01 to 2018-12-31

Partnership

Take a look of project's partnership.

#	participants	country	role	EC contrib. [€]
1	FUNDACION CENTRO DE TECNOLOGIAS DE INTERACCION VISUAL Y COMUNICACIONES VICOMTECH FUNDACION CENTRO DE TECNOLOGIAS DE INTERACCION VISUAL Y COMUNICACIONES VICOMTECH Organization address address: PASEO MIKELETEGI PARQUE TECNOLOGICO DE MIRAMON 57 city: DONOSTIA SAN SEBASTIAN postcode: 20009 website: www.vicomtech.org contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	ES (DONOSTIA SAN SEBASTIAN)	coordinator	935˙125.00
2	VALEO SCHALTER UND SENSOREN GMBH VALEO SCHALTER UND SENSOREN GMBH Organization address address: LAIERNSTRASSE 12 city: BIETIGHEIM BISSINGEN postcode: 74321 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (BIETIGHEIM BISSINGEN)	participant	708˙500.00
3	TECHNISCHE UNIVERSITEIT EINDHOVEN TECHNISCHE UNIVERSITEIT EINDHOVEN Organization address address: GROENE LOPER 3 city: EINDHOVEN postcode: 5612 AE website: www.tue.nl/en contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	NL (EINDHOVEN)	participant	399˙687.00
4	DUBLIN CITY UNIVERSITY DUBLIN CITY UNIVERSITY Organization address address: Glasnevin city: DUBLIN postcode: 9 website: www.dcu.ie contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IE (DUBLIN)	participant	386˙375.00
5	IBM IRELAND LIMITED IBM IRELAND LIMITED Organization address address: IBM House, Shelbourne Road city: Ballsbridge postcode: Dublin 4 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IE (Ballsbridge)	participant	384˙941.00
6	EUROPEAN ROAD TRANSPORT TELEMATICS IMPLEMENTATION COORDINATION ORGANISATION - INTELLIGENT TRANSPORT SYSTEMS & SERVICES EUROPE EUROPEAN ROAD TRANSPORT TELEMATICS IMPLEMENTATION COORDINATION ORGANISATION - INTELLIGENT TRANSPORT SYSTEMS & SERVICES EUROPE Organization address address: AVENUE LOUISE 326 city: BRUXELLES postcode: 1050 website: www.ertico.com contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	BE (BRUXELLES)	participant	344˙218.00
7	TOMTOM GLOBAL CONTENT BV TOMTOM GLOBAL CONTENT BV Organization address address: LUCHTHAVENWEG 48 city: EINDHOVEN postcode: 5657 EB website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	NL (EINDHOVEN)	participant	312˙375.00
8	COMMISSARIAT A L ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES COMMISSARIAT A L ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES Organization address address: RUE LEBLANC 25 city: PARIS 15 postcode: 75015 website: www.cea.fr contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	FR (PARIS 15)	participant	280˙602.00
9	INTEMPORA INTEMPORA Organization address address: 19 RUE DIDEROT city: ISSY LES MOULINEAUX postcode: 92130 website: www.intempora.com contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	FR (ISSY LES MOULINEAUX)	participant	274˙437.00
10	TASS INTERNATIONAL TASS INTERNATIONAL Organization address address: AUTOMOTIVE CAMPUS 15 city: HELMOND postcode: 5708 JZ website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	NL (HELMOND)	participant	201˙000.00
11	INTEL DEUTSCHLAND GMBH INTEL DEUTSCHLAND GMBH Organization address address: AM CAMPEON 10-12 city: NEUBIBERG postcode: 85579 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (NEUBIBERG)	participant	188˙500.00
12	UNIVERSITY OF LIMERICK UNIVERSITY OF LIMERICK Organization address address: NATIONAL TECHNOLOGICAL PARK, PLASSEY city: LIMERICK postcode: - website: www.ul.ie contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	IE (LIMERICK)	participant	161˙918.00
13	TOMTOM INTERNATIONAL BV TOMTOM INTERNATIONAL BV Organization address address: DE RUIJTERKADE 154 city: AMSTERDAM postcode: 1011 AC website: www.tomtom.com contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	NL (AMSTERDAM)	participant	26˙750.00
14	INTEL CORPORATION INTEL CORPORATION Organization address address: VELDKANT 31 city: KONTICH postcode: 2550 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	BE (KONTICH)	participant	0.00
15	TASS INTERNATIONAL MOBILITY CENTER BV TASS INTERNATIONAL MOBILITY CENTER BV Organization address address: AUTOMOTIVE CAMPUS 10 city: HELMOND postcode: 5708 JZ website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	NL (HELMOND)	participant	0.00

Map

Project objective

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.

Deliverables

List of deliverables.
Import/export interfaces and Annotation data model and storage	Demonstrators, pilots, prototypes	2020-01-28 10:05:59
Ontology construction and Semantic search API	Documents, reports	2020-01-28 10:05:59
Standardisation plan, liaison with open standard organisation and TESTFEST report	Documents, reports	2020-01-28 10:05:59
Final requirements, specifications and reference architecture	Documents, reports	2020-01-28 10:05:59
Final report on data legal requirements and implemented data protection approaches	Documents, reports	2020-01-28 10:05:59
Final report on scientific and industrial dissemination activities	Documents, reports	2020-01-28 10:05:59
Report on integration, validation and user trials	Documents, reports	2020-01-28 10:05:59
Cloud-LSVA workshop requirements and final evaluation	Documents, reports	2020-01-28 10:05:59
Report on data legal requirements and implemented data protection approaches	Documents, reports	2020-01-28 10:05:58
Report on scientific and industrial dissemination activities	Documents, reports	2020-01-28 10:05:58
Network and cloud infrastructure optimisation and performance report	Documents, reports	2020-01-28 10:05:59
Project dissemination materials	Websites, patent fillings, videos etc.	2020-01-28 10:05:58
Import/export interfaces and Annotation data model and storage specification	Documents, reports	2020-01-28 10:05:58
Initial requirements, specifications and reference architecture	Documents, reports	2020-01-28 10:05:58
Initial standardisation plan	Documents, reports	2020-01-28 10:05:58
Analysis of strategic communication priorities and dissemination plan	Documents, reports	2020-01-28 10:05:58

Take a look to the deliverables list in detail: detailed list of Cloud-LSVA deliverables.

Publications

List of publications.
year	authors and title	journal	last update
2018	Barry Sheehan, Finbarr Murphy, Martin Mullins, Cian Ryan Connected and autonomous vehicles: A cyber-risk classification framework published pages: , ISSN: 0965-8564, DOI: 10.1016/j.tra.2018.06.033	Transportation Research Part A: Policy and Practice	2020-01-28
2018	Panagiotis Meletis, Gijs Dubbelman Training of Convolutional Networks on Multiple Heterogeneous Datasets for Street Scene Semantic Segmentation published pages: , ISSN: , DOI:	arxiv.org	2020-01-28
2018	Martin Simon, Stefan Milz, Karl Amende, Horst-Michael Gross complex-yolo: real-time 3d object detection on point clouds published pages: , ISSN: , DOI:	arxiv.org	2020-01-28
2019	de Geus, Daan, Panagiotis Meletis, and Gijs Dubbelman Panoptic segmentation with a joint semantic and instance segmentation network published pages: , ISSN: , DOI:	arXiv.org	2020-01-28
2018	Rob Romijnders, Panagiotis Meletis, Gijs Dubbelman A Domain Agnostic Normalization Layer for Unsupervised Adversarial Domain Adaptation published pages: , ISSN: , DOI:	arxiv.org	2020-01-28

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The information about "CLOUD-LSVA" are provided by the European Opendata Portal: CORDIS opendata.

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