{"id":4046,"date":"2023-10-09T13:15:14","date_gmt":"2023-10-09T11:15:14","guid":{"rendered":"https:\/\/ssr.upm.es\/?p=4046"},"modified":"2023-12-15T10:48:58","modified_gmt":"2023-12-15T09:48:58","slug":"design-implementation-automated-fish-feeding-detector-deep-learning-approaches","status":"publish","type":"post","link":"https:\/\/ssr.upm.es\/en\/2023\/10\/09\/design-implementation-automated-fish-feeding-detector-deep-learning-approaches\/","title":{"rendered":"Design and Implementation of an Automated Fish Feeding Detector using Deep Learning approaches"},"content":{"rendered":"<div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element \" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<div align=\"right\">Responsable: <strong>Enmin Zhong\u00a0<\/strong>[&#101;&#x6e;&#x6d;i&#110;&#x2e;z&#104;&#x6f;&#x6e;g&#64;&#x75;p&#109;&#x2e;&#x65;s]<\/div>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element \" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<div id=\"lipsum\">\n<p>&nbsp;<\/p>\n<p>This TFM proposal aims to leverage advanced deep learning models to analyze fish feeding behavior, with a focus on optimizing the feeding process in aquaculture to reduce food wastage and financial expenses. The project will involve the analysis of recorded videos from aquaculture facilities capturing fish behavior before, during, and after feeding. The student will study and develop a model for automated fish feeding behavior analysis using the state-of-the-art deep learning techniques. Futhermore, the insights derived from this analysis will guide the optimization of the feeding process and the implementation of an automated feeder within aquaculture facilities.<\/p>\n<\/div>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><div class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"vc_empty_space\"   style=\"height: 32px\"><span class=\"vc_empty_space_inner\"><\/span><\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Responsable: Enmin Zhong\u00a0[&#x65;&#110;&#109;i&#x6e;&#x2e;&#122;h&#x6f;&#x6e;&#103;&#64;&#x75;&#x70;&#109;&#46;&#x65;&#x73;] &nbsp; This TFM proposal aims to leverage advanced deep learning models to analyze fish feeding behavior, with a focus on optimizing the feeding process in aquaculture to reduce food wastage and financial expenses. The project will involve the analysis of recorded videos from aquaculture facilities capturing fish behavior before, during, and after&hellip;<\/p>\n","protected":false},"author":10,"featured_media":4052,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[32],"tags":[],"_links":{"self":[{"href":"https:\/\/ssr.upm.es\/en\/wp-json\/wp\/v2\/posts\/4046"}],"collection":[{"href":"https:\/\/ssr.upm.es\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ssr.upm.es\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ssr.upm.es\/en\/wp-json\/wp\/v2\/users\/10"}],"replies":[{"embeddable":true,"href":"https:\/\/ssr.upm.es\/en\/wp-json\/wp\/v2\/comments?post=4046"}],"version-history":[{"count":3,"href":"https:\/\/ssr.upm.es\/en\/wp-json\/wp\/v2\/posts\/4046\/revisions"}],"predecessor-version":[{"id":4115,"href":"https:\/\/ssr.upm.es\/en\/wp-json\/wp\/v2\/posts\/4046\/revisions\/4115"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ssr.upm.es\/en\/wp-json\/wp\/v2\/media\/4052"}],"wp:attachment":[{"href":"https:\/\/ssr.upm.es\/en\/wp-json\/wp\/v2\/media?parent=4046"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ssr.upm.es\/en\/wp-json\/wp\/v2\/categories?post=4046"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ssr.upm.es\/en\/wp-json\/wp\/v2\/tags?post=4046"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}