"Application Of Gan Techniques To The Analysis Multimodal Data For Water Management" Foggia

"Application Of Gan Techniques To The Analysis Multimodal Data For Water Management"
Foggia
Puglia, Foggia

Organisation/Company: Università di FoggiaResearch Field: Physics » Statistical physics, Agricultural sciences, EngineeringResearcher Profile: Recognised Researcher (R2), Leading Researcher (R4), First Stage Researcher (R1), Established Researcher (R3)Country: ItalyApplication Deadline: 5 Mar 2025 - 23:59 (UTC)Type of Contract: To be definedJob Status: Not ApplicableIs the job funded through the EU Research Framework Programme?

Other EU programmeIs the Job related to staff position within a Research Infrastructure?

NoOffer DescriptionThe research activities will start with the identification of the GAN network best suited to reproduce the relevant features of satellite images, with particular attention to the preservation of spatial and chromatic details useful for system analysis.

Next, a machine learning algorithm will be developed to classify crop types, trained on both real satellite images and synthetic images generated by GANs.

Finally, a Neural Networks model will be designed and optimized to predict water demand by crop type, and the classified data will be integrated with additional environmental parameters. Eligibility CriteriaEligibility of fellows: country/ies of residence: EUROPEEligibility of fellows: nationality/ies: #J-18808-Ljbffr