Work Plan
The Traveλeys projects runs from May 2018 to May 2020 and it is organized in 6 work packages.
Work Package 1: Formation of the Image and Metadata Databases
Duration: M0-M6
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
Work Package 2: Algorithmic Implementation Using Intelligent Systems
Duration: M6-M12
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
Work Package 3: Prototype Implementation on Embedded System Level
Duration: M12-M18
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
Deliverables:
D3.1: Report on the application prototype implementation for embedded systems
Work Package 4: Application Development for Android/iOS Devices
Duration: M18-M24
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
Work Package 5: Project Managements
Duration: M0-M24
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)
Work Package 6: Dissemination
Duration: M0-M24
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
Deliverables:
D6.1: Project's website
D6.2: Dissemination report
D6.3: Commercial exploitation report