Applied Sciences > Agriculture > DG CY2020 8151 2

Research Title Demeter's Eye: An Embedded System for Detection and Mapping of Witchbroom's Disease on Cassava (Year 3 of 3)
Research Personnel Leader:

Research Duration Start:
7 July 2019
6 June 2021
Research Location ISU (Isabela)
Research Description The general objective of this project to design, develop, implement, and evaluate the Demeter's Eyes based on embedded systems that can detect, recognize and map infected cassava plants using new technological image acquisition techniques.
Research Objectives Design, develop, establish, and implement an embedded system for smart detection, recognition, and mapping of Cassava Phytoplasma Disease (CPD) using Aerial Unmanned Vehicle (AUV) and deep learning technology.
Research Beneficiary(ies) Cassava farmers/farmers-cooperative Government institutions concerning cassava industry such as DA-RFU, LGU-PAO and MAO
Research Accoplishments [CY 2019] 1) Assessment report of CPD and other major diseases in cassava 2) Demeter's eyes microcontroller-based embedded system 3) Demeter's eyes using Tensor flow Mobile Net v2 4) Demeter's eyes remote CNN Server using Digital first person view (FPV) 5) Technical Report on the different developed technology based on the over-all performance presented 6) WEbbased CPD monitoring system 7) Mobile-based CPD app monitoring system 8) Capacitated cassava farmers, cooperative and stakeholders 9) Demeter's eyes utility model 10) System copyright 11) Publications submitted & IEC materials on CPD detection, monitoring, and management produced and disseminated
Total Research Cost ₱1,055,700.80
Research Agencies Funding:

ISU (Isabela)

Research Budget Breakdown Year:
Year Funded:
Total Cost
Date Released
Amount Released

Code DG CY2020 8151 2
KRA Code
Priority Thrust DOST

Sector Applied Sciences
Actual Sector Agriculture
Related sectors Food Technology
Entry revision: February 2021