{"id":3207,"date":"2025-03-21T18:30:24","date_gmt":"2025-03-21T18:30:24","guid":{"rendered":"https:\/\/air.ug\/?page_id=3207"},"modified":"2025-04-14T12:52:26","modified_gmt":"2025-04-14T12:52:26","slug":"project-an-automated-feedback-module-for-smallholder-farmers-in-crowdsourcing-at-scale-for-real-time-crop-health-surveillance-project","status":"publish","type":"page","link":"https:\/\/air.ug\/?page_id=3207","title":{"rendered":"Project : An automated feedback module for smallholder farmers in crowdsourcing at scale for real-time crop health surveillance project"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"3207\" class=\"elementor elementor-3207\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d297aae e-flex e-con-boxed e-con e-parent\" data-id=\"d297aae\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-1c72a05 e-con-full e-flex e-con e-child\" data-id=\"1c72a05\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-9ab7503 e-con-full e-flex e-con e-child\" data-id=\"9ab7503\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-384f51f elementor-widget elementor-widget-heading\" data-id=\"384f51f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Funder<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e39babb elementor-widget elementor-widget-text-editor\" data-id=\"e39babb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Bill and Melinda Gates foundation<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2459449 elementor-widget elementor-widget-heading\" data-id=\"2459449\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Duration<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ec5eeae elementor-widget elementor-widget-text-editor\" data-id=\"ec5eeae\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Lorem ipsum dolor<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-39dbb44 elementor-widget elementor-widget-heading\" data-id=\"39dbb44\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Keywords (Technologies and Domain)<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-619c7ec elementor-widget elementor-widget-text-editor\" data-id=\"619c7ec\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Agricultural sciencies<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-abc782c e-con-full e-flex e-con e-child\" data-id=\"abc782c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0889ff8 elementor-widget elementor-widget-heading\" data-id=\"0889ff8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">An automated feedback module for smallholder farmers in crowdsourcing at scale for real-time crop health surveillance project<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69bc5c2 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"69bc5c2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>This project explores the use of Large Language Models (LLMs) to provide multilingual, localized, and targeted agricultural advisory to smallholder farmers in Uganda. By utilizing LLMs, the project aims to bridge the gap between farmers and agricultural experts, offering timely and context-specific advice that can help address challenges such as food insecurity caused by diseases, pests, and poor yields. The project focuses on developing and analyzing an agricultural question-answer dataset to ensure that LLMs, such as GPT-4, can generate relevant and coherent responses to farmer inquiries in multiple languages, including Luganda. This solution leverages mobile technology to make advisory services accessible to rural farmers, overcoming limitations like the shortage of experts and the need for localized advice.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-14914bc e-con-full e-flex e-con e-child\" data-id=\"14914bc\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-aa2e99e e-con-full e-flex e-con e-child\" data-id=\"aa2e99e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2dcd67d elementor-widget elementor-widget-heading\" data-id=\"2dcd67d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Outputs (Datasets, publications, models)<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-517005a elementor-widget elementor-widget-text-editor\" data-id=\"517005a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li>Farmer questions dataset.<\/li><li>Agricultural advisory application<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Funder Bill and Melinda Gates foundation Duration Lorem ipsum dolor Keywords (Technologies and Domain) Agricultural sciencies An automated feedback module for smallholder farmers in crowdsourcing at scale for real-time crop health surveillance project This project explores the use of Large Language Models (LLMs) to provide multilingual, localized, and targeted agricultural advisory to smallholder farmers in 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