The Traveλeys projects runs from May 2018 to May 2020 and it is organized in 6 work packages.

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Work Package 1: Formation of the Image and Metadata Databases

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Duration: M0-M6

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Objectives:

• Gather, evaluate and annotate the images for the different food and herbs categories

• Create the image and metadata databases

 

Deliverables:

​  D1.1: Report on the context of the formed databases

  D1.2: The databases

  

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Work Package 2: Algorithmic Implementation Using Intelligent Systems

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Duration: M6-M12

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Objectives:

• Survey, choice and implementation of the CNN(s) to be deployed in the application(s)

• Training of the chosen CNNs, on the formed databases, using deep-learning frameworks and/or server farms and/or cloud computing facilities so as to achieve the desirable recognition accuracy

• Simplification of the algorithm to make it compatible with resource-restricted embedded systems

 

Deliverables:

​  D2.1: Report on the implementation of the algorithm using intelligent systems

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Work Package 3: Prototype Implementation on Embedded System Level

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Duration: M12-M18

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Objectives:

• Survey of the available methods for CNN arithmetic and architectural simplifications, in order to achieve a balance between the model's complexity and its recognition accuracy 

• Review of the available frameworks/environments for CNN integration on mobile applications for both Android and iOS (dominant mobile operating systems)

• Development of the application's core-computational parts on the chosen mobile devices for both Android and iOS, using heterogeneous programming techniques

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Deliverables:

​  D3.1: Report on the application prototype implementation for embedded systems

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Work Package 4: Application Development for Android/iOS Devices

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Duration: M18-M24

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Objectives:

• Development of the final app for both Android and iOS, using the simplified CNN models and the computational core, designed in WP3.

• UI will offer the capability to use the mobile device camera to capture an image and return the recognized context  

 

Deliverables:

​  D4.1: Report on the development of the final apps for mobile devices

  D4.2: The apps installation files  

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Work Package 5: Project Managements

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Duration: M0-M24

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Objectives:

• Overview of timetables regarding the project's WP objectives, deliverables, financials and risk management

 

Deliverables:

​  D5.1: First semester progress report

  D5.2: Second semester progress report 

  D5.3: Third semester progress report (M18)

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Work Package 6: Dissemination

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Duration: M0-M24

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Objectives:

• Dissemination acts regarding the project's exposure on research/academic level (scientific publications), business level (workshops, exhibitions)

• Commercial exploitation plans including survey on the Greek and European markets, patent  registration based on the developed techniques and services

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Deliverables:

​  D6.1: Project's website

  D6.2: Dissemination report

  D6.3: Commercial exploitation report