{"id":14082,"date":"2024-07-02T11:48:21","date_gmt":"2024-07-02T11:48:21","guid":{"rendered":"https:\/\/dsrc.haifa.ac.il\/?page_id=14082"},"modified":"2024-07-02T12:07:06","modified_gmt":"2024-07-02T12:07:06","slug":"poster-day-2024-winner-second-award","status":"publish","type":"page","link":"https:\/\/dsrc.haifa.ac.il\/?page_id=14082","title":{"rendered":"Poster day 2024 &#8211; winner second award"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"14082\" class=\"elementor elementor-14082\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-1288147 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1288147\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-777a3d0\" data-id=\"777a3d0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e2e579a elementor-widget elementor-widget-heading\" data-id=\"e2e579a\" 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<h1 class=\"elementor-heading-title elementor-size-default\">Eyal Halabi - Second Place<br>Advisor - Prof. Ilan Shimshoni<br>Department of Information Systems<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-ff6c8b9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ff6c8b9\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8fb1f61\" data-id=\"8fb1f61\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2aa6789 elementor-widget elementor-widget-heading\" data-id=\"2aa6789\" 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\">Automatic Detecting and counting endangered colonial breeding birds using machine learning methods<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-72679ff elementor-widget elementor-widget-text-editor\" data-id=\"72679ff\" 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<h6 style=\"text-align: center;\">Eyal Halabi<sup>1<\/sup>, Inbal Schekler<sup>1,2<\/sup>, Ilan Shimshoni<sup>1<\/sup>, Nir Sapir<sup>1<br \/><\/sup><sup>1<\/sup>Department of Evolutionary and Environmental Biology, University of Haifa, <sup>2<\/sup>Department of Information Systems, University of Haifa<\/h6>\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-7a57fc5 elementor-widget elementor-widget-text-editor\" data-id=\"7a57fc5\" 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>Over the years, the populations of many ground-nesting bird species have declined substantially worldwide, including the Little Tern and Common Tern species which are both endangered species in Israel. An artificial island in Atlit salt factory is the main breeding site for these two tern species in Israel with more than 85% of the population. Monitoring this site has traditionally been manual, posing challenges for consistent year-to-year comparisons and requiring significant effort. To address this, we developed an AI-based algorithm to automatically detect and count the number of individual terns and breeding birds from each species.<\/p><p>In this study, our aim is to create an artificial intelligence-based algorithm to automatically detect and count the number of individuals of each species and the number of breeding birds over the years. We used advanced methodological tools from the field of image processing and deep learning to detect and classify the terns by their species and whether they are breeding or not.<\/p><p>Using two online cameras located on the island, utilizing advanced image processing and deep learning techniques, we automatically scanned the island four times daily, with these scans serving as input for our algorithm. We employed object detection using YOLO V8 to identify terns and used spatial calibration methods to improve classification accuracy based on size differences between Little Terns and Common Terns. In addition, we identified breeding birds by tracking them on the same spot along the day as breeding birds incubate and therefore tend to stay at the same location. Our automated system successfully counted the number of terns and breeding birds, with results comparable to manual counts. The automated counting system demonstrates high reliability and provides essential data for the management and conservation of these threatened species. This advancement can significantly enhance monitoring processes for waterfowl globally, offering a robust tool for wildlife conservati Institute, Agricultural Research Organization (A.R.O.) &#8211; Volcani Institute Organizationon efforts<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-fd8003c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"fd8003c\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-fe8e657\" data-id=\"fe8e657\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fd6e66a elementor-widget elementor-widget-spacer\" data-id=\"fd6e66a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Eyal Halabi &#8211; Second PlaceAdvisor &#8211; Prof. Ilan ShimshoniDepartment of Information Systems Automatic Detecting and counting endangered colonial breeding birds using machine learning methods Eyal Halabi1, Inbal Schekler1,2, Ilan Shimshoni1, Nir Sapir11Department of Evolutionary and Environmental Biology, University of Haifa, 2Department of Information Systems, University of Haifa Over the years, the populations of many ground-nesting [&hellip;]<\/p>\n","protected":false},"author":93,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_acf_changed":false,"_eb_attr":"","footnotes":""},"class_list":["post-14082","page","type-page","status-publish","hentry","entry"],"acf":[],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.1.1 - aioseo.com -->\n\t<meta name=\"description\" content=\"Eyal Halabi - Second PlaceAdvisor - Prof. Ilan ShimshoniDepartment of Information Systems Automatic Detecting and counting endangered colonial breeding birds using machine learning methods Eyal Halabi1, Inbal Schekler1,2, Ilan Shimshoni1, Nir Sapir11Department of Evolutionary and Environmental Biology, University of Haifa, 2Department of Information Systems, University of Haifa Over the years, the populations of many ground-nesting\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/dsrc.haifa.ac.il\/?page_id=14082\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.1.1\" \/>\n\t\t<meta property=\"og:locale\" content=\"en_US\" \/>\n\t\t<meta property=\"og:site_name\" content=\"Data Science Research Center - Data Science Research Center\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"Poster day 2024 \u2013 winner second award - Data Science Research Center\" \/>\n\t\t<meta property=\"og:description\" content=\"Eyal Halabi - Second PlaceAdvisor - Prof. Ilan ShimshoniDepartment of Information Systems Automatic Detecting and counting endangered colonial breeding birds using machine learning methods Eyal Halabi1, Inbal Schekler1,2, Ilan Shimshoni1, Nir Sapir11Department of Evolutionary and Environmental Biology, University of Haifa, 2Department of Information Systems, University of Haifa Over the years, the populations of many ground-nesting\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/dsrc.haifa.ac.il\/?page_id=14082\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2024-07-02T11:48:21+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2024-07-02T12:07:06+00:00\" \/>\n\t\t<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n\t\t<meta name=\"twitter:title\" content=\"Poster day 2024 \u2013 winner second award - Data Science Research Center\" \/>\n\t\t<meta name=\"twitter:description\" content=\"Eyal Halabi - Second PlaceAdvisor - Prof. Ilan ShimshoniDepartment of Information Systems Automatic Detecting and counting endangered colonial breeding birds using machine learning methods Eyal Halabi1, Inbal Schekler1,2, Ilan Shimshoni1, Nir Sapir11Department of Evolutionary and Environmental Biology, University of Haifa, 2Department of Information Systems, University of Haifa Over the years, the populations of many ground-nesting\" \/>\n\t\t<script type=\"application\/ld+json\" class=\"aioseo-schema\">\n\t\t\t{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/dsrc.haifa.ac.il\\\/?page_id=14082#breadcrumblist\",\"itemListElement\":[{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/dsrc.haifa.ac.il#listItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/dsrc.haifa.ac.il\",\"nextItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/dsrc.haifa.ac.il\\\/?page_id=14082#listItem\",\"name\":\"Poster day 2024 &#8211; winner second award\"}},{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/dsrc.haifa.ac.il\\\/?page_id=14082#listItem\",\"position\":2,\"name\":\"Poster day 2024 &#8211; winner second award\",\"previousItem\":{\"@type\":\"ListItem\",\"@id\":\"https:\\\/\\\/dsrc.haifa.ac.il#listItem\",\"name\":\"Home\"}}]},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/dsrc.haifa.ac.il\\\/#organization\",\"name\":\"Data Science Research Center\",\"description\":\"Data Science Research Center\",\"url\":\"https:\\\/\\\/dsrc.haifa.ac.il\\\/\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/dsrc.haifa.ac.il\\\/?page_id=14082#webpage\",\"url\":\"https:\\\/\\\/dsrc.haifa.ac.il\\\/?page_id=14082\",\"name\":\"Poster day 2024 \\u2013 winner second award - Data Science Research Center\",\"description\":\"Eyal Halabi - Second PlaceAdvisor - Prof. Ilan ShimshoniDepartment of Information Systems Automatic Detecting and counting endangered colonial breeding birds using machine learning methods Eyal Halabi1, Inbal Schekler1,2, Ilan Shimshoni1, Nir Sapir11Department of Evolutionary and Environmental Biology, University of Haifa, 2Department of Information Systems, University of Haifa Over the years, the populations of many ground-nesting\",\"inLanguage\":\"en-US\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dsrc.haifa.ac.il\\\/#website\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/dsrc.haifa.ac.il\\\/?page_id=14082#breadcrumblist\"},\"datePublished\":\"2024-07-02T11:48:21+00:00\",\"dateModified\":\"2024-07-02T12:07:06+00:00\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/dsrc.haifa.ac.il\\\/#website\",\"url\":\"https:\\\/\\\/dsrc.haifa.ac.il\\\/\",\"name\":\"Data Science Research Center\",\"description\":\"Data Science Research Center\",\"inLanguage\":\"en-US\",\"publisher\":{\"@id\":\"https:\\\/\\\/dsrc.haifa.ac.il\\\/#organization\"}}]}\n\t\t<\/script>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"Poster day 2024 \u2013 winner second award - Data Science Research Center","description":"Eyal Halabi - Second PlaceAdvisor - Prof. Ilan ShimshoniDepartment of Information Systems Automatic Detecting and counting endangered colonial breeding birds using machine learning methods Eyal Halabi1, Inbal Schekler1,2, Ilan Shimshoni1, Nir Sapir11Department of Evolutionary and Environmental Biology, University of Haifa, 2Department of Information Systems, University of Haifa Over the years, the populations of many ground-nesting","canonical_url":"https:\/\/dsrc.haifa.ac.il\/?page_id=14082","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"BreadcrumbList","@id":"https:\/\/dsrc.haifa.ac.il\/?page_id=14082#breadcrumblist","itemListElement":[{"@type":"ListItem","@id":"https:\/\/dsrc.haifa.ac.il#listItem","position":1,"name":"Home","item":"https:\/\/dsrc.haifa.ac.il","nextItem":{"@type":"ListItem","@id":"https:\/\/dsrc.haifa.ac.il\/?page_id=14082#listItem","name":"Poster day 2024 &#8211; winner second award"}},{"@type":"ListItem","@id":"https:\/\/dsrc.haifa.ac.il\/?page_id=14082#listItem","position":2,"name":"Poster day 2024 &#8211; winner second award","previousItem":{"@type":"ListItem","@id":"https:\/\/dsrc.haifa.ac.il#listItem","name":"Home"}}]},{"@type":"Organization","@id":"https:\/\/dsrc.haifa.ac.il\/#organization","name":"Data Science Research Center","description":"Data Science Research Center","url":"https:\/\/dsrc.haifa.ac.il\/"},{"@type":"WebPage","@id":"https:\/\/dsrc.haifa.ac.il\/?page_id=14082#webpage","url":"https:\/\/dsrc.haifa.ac.il\/?page_id=14082","name":"Poster day 2024 \u2013 winner second award - Data Science Research Center","description":"Eyal Halabi - Second PlaceAdvisor - Prof. Ilan ShimshoniDepartment of Information Systems Automatic Detecting and counting endangered colonial breeding birds using machine learning methods Eyal Halabi1, Inbal Schekler1,2, Ilan Shimshoni1, Nir Sapir11Department of Evolutionary and Environmental Biology, University of Haifa, 2Department of Information Systems, University of Haifa Over the years, the populations of many ground-nesting","inLanguage":"en-US","isPartOf":{"@id":"https:\/\/dsrc.haifa.ac.il\/#website"},"breadcrumb":{"@id":"https:\/\/dsrc.haifa.ac.il\/?page_id=14082#breadcrumblist"},"datePublished":"2024-07-02T11:48:21+00:00","dateModified":"2024-07-02T12:07:06+00:00"},{"@type":"WebSite","@id":"https:\/\/dsrc.haifa.ac.il\/#website","url":"https:\/\/dsrc.haifa.ac.il\/","name":"Data Science Research Center","description":"Data Science Research Center","inLanguage":"en-US","publisher":{"@id":"https:\/\/dsrc.haifa.ac.il\/#organization"}}]},"og:locale":"en_US","og:site_name":"Data Science Research Center - Data Science Research Center","og:type":"article","og:title":"Poster day 2024 \u2013 winner second award - Data Science Research Center","og:description":"Eyal Halabi - Second PlaceAdvisor - Prof. Ilan ShimshoniDepartment of Information Systems Automatic Detecting and counting endangered colonial breeding birds using machine learning methods Eyal Halabi1, Inbal Schekler1,2, Ilan Shimshoni1, Nir Sapir11Department of Evolutionary and Environmental Biology, University of Haifa, 2Department of Information Systems, University of Haifa Over the years, the populations of many ground-nesting","og:url":"https:\/\/dsrc.haifa.ac.il\/?page_id=14082","article:published_time":"2024-07-02T11:48:21+00:00","article:modified_time":"2024-07-02T12:07:06+00:00","twitter:card":"summary_large_image","twitter:title":"Poster day 2024 \u2013 winner second award - Data Science Research Center","twitter:description":"Eyal Halabi - Second PlaceAdvisor - Prof. Ilan ShimshoniDepartment of Information Systems Automatic Detecting and counting endangered colonial breeding birds using machine learning methods Eyal Halabi1, Inbal Schekler1,2, Ilan Shimshoni1, Nir Sapir11Department of Evolutionary and Environmental Biology, University of Haifa, 2Department of Information Systems, University of Haifa Over the years, the populations of many ground-nesting"},"aioseo_meta_data":{"post_id":"14082","title":null,"description":null,"keywords":null,"keyphrases":{"focus":{"keyphrase":"","score":0,"analysis":{"keyphraseInTitle":{"score":0,"maxScore":9,"error":1}}},"additional":[]},"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":"","og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"WebPage","isEnabled":true},"graphs":[]},"schema_type":"default","schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":"-1","robots_max_videopreview":"-1","robots_max_imagepreview":"large","priority":null,"frequency":"default","local_seo":null,"breadcrumb_settings":null,"limit_modified_date":false,"ai":null,"created":"2024-07-02 11:48:23","updated":"2025-06-05 05:54:19","seo_analyzer_scan_date":null,"focus_keyword":null,"additional_keywords":null,"truseo_locale":null},"aioseo_breadcrumb":"<div class=\"aioseo-breadcrumbs\"><span class=\"aioseo-breadcrumb\">\n\t\t\t<a href=\"https:\/\/dsrc.haifa.ac.il\" title=\"Home\">Home<\/a>\n\t\t<\/span><span class=\"aioseo-breadcrumb-separator\">&raquo;<\/span><span class=\"aioseo-breadcrumb\">\n\t\t\tPoster day 2024 \u2013 winner second award\n\t\t<\/span><\/div>","aioseo_breadcrumb_json":[{"label":"Home","link":"https:\/\/dsrc.haifa.ac.il"},{"label":"Poster day 2024 &#8211; winner second award","link":"https:\/\/dsrc.haifa.ac.il\/?page_id=14082"}],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Poster day 2024 - winner second award - Data Science Research Center<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dsrc.haifa.ac.il\/?page_id=14082\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Poster day 2024 - winner second award - Data Science Research Center\" \/>\n<meta property=\"og:description\" content=\"Eyal Halabi &#8211; Second PlaceAdvisor &#8211; Prof. Ilan ShimshoniDepartment of Information Systems Automatic Detecting and counting endangered colonial breeding birds using machine learning methods Eyal Halabi1, Inbal Schekler1,2, Ilan Shimshoni1, Nir Sapir11Department of Evolutionary and Environmental Biology, University of Haifa, 2Department of Information Systems, University of Haifa Over the years, the populations of many ground-nesting [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dsrc.haifa.ac.il\/?page_id=14082\" \/>\n<meta property=\"og:site_name\" content=\"Data Science Research Center\" \/>\n<meta property=\"article:modified_time\" content=\"2024-07-02T12:07:06+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/dsrc.haifa.ac.il\\\/?page_id=14082\",\"url\":\"https:\\\/\\\/dsrc.haifa.ac.il\\\/?page_id=14082\",\"name\":\"Poster day 2024 - winner second award - Data Science Research Center\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dsrc.haifa.ac.il\\\/#website\"},\"datePublished\":\"2024-07-02T11:48:21+00:00\",\"dateModified\":\"2024-07-02T12:07:06+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/dsrc.haifa.ac.il\\\/?page_id=14082#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/dsrc.haifa.ac.il\\\/?page_id=14082\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/dsrc.haifa.ac.il\\\/?page_id=14082#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/dsrc.haifa.ac.il\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Poster day 2024 &#8211; winner second award\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/dsrc.haifa.ac.il\\\/#website\",\"url\":\"https:\\\/\\\/dsrc.haifa.ac.il\\\/\",\"name\":\"Data Science Research Center\",\"description\":\"Data Science Research Center\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/dsrc.haifa.ac.il\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Poster day 2024 - winner second award - Data Science Research Center","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/dsrc.haifa.ac.il\/?page_id=14082","og_locale":"en_US","og_type":"article","og_title":"Poster day 2024 - winner second award - Data Science Research Center","og_description":"Eyal Halabi &#8211; Second PlaceAdvisor &#8211; Prof. Ilan ShimshoniDepartment of Information Systems Automatic Detecting and counting endangered colonial breeding birds using machine learning methods Eyal Halabi1, Inbal Schekler1,2, Ilan Shimshoni1, Nir Sapir11Department of Evolutionary and Environmental Biology, University of Haifa, 2Department of Information Systems, University of Haifa Over the years, the populations of many ground-nesting [&hellip;]","og_url":"https:\/\/dsrc.haifa.ac.il\/?page_id=14082","og_site_name":"Data Science Research Center","article_modified_time":"2024-07-02T12:07:06+00:00","twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/dsrc.haifa.ac.il\/?page_id=14082","url":"https:\/\/dsrc.haifa.ac.il\/?page_id=14082","name":"Poster day 2024 - winner second award - Data Science Research Center","isPartOf":{"@id":"https:\/\/dsrc.haifa.ac.il\/#website"},"datePublished":"2024-07-02T11:48:21+00:00","dateModified":"2024-07-02T12:07:06+00:00","breadcrumb":{"@id":"https:\/\/dsrc.haifa.ac.il\/?page_id=14082#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/dsrc.haifa.ac.il\/?page_id=14082"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/dsrc.haifa.ac.il\/?page_id=14082#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/dsrc.haifa.ac.il\/"},{"@type":"ListItem","position":2,"name":"Poster day 2024 &#8211; winner second award"}]},{"@type":"WebSite","@id":"https:\/\/dsrc.haifa.ac.il\/#website","url":"https:\/\/dsrc.haifa.ac.il\/","name":"Data Science Research Center","description":"Data Science Research Center","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/dsrc.haifa.ac.il\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"_links":{"self":[{"href":"https:\/\/dsrc.haifa.ac.il\/index.php?rest_route=\/wp\/v2\/pages\/14082","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dsrc.haifa.ac.il\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/dsrc.haifa.ac.il\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/dsrc.haifa.ac.il\/index.php?rest_route=\/wp\/v2\/users\/93"}],"replies":[{"embeddable":true,"href":"https:\/\/dsrc.haifa.ac.il\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=14082"}],"version-history":[{"count":7,"href":"https:\/\/dsrc.haifa.ac.il\/index.php?rest_route=\/wp\/v2\/pages\/14082\/revisions"}],"predecessor-version":[{"id":14129,"href":"https:\/\/dsrc.haifa.ac.il\/index.php?rest_route=\/wp\/v2\/pages\/14082\/revisions\/14129"}],"wp:attachment":[{"href":"https:\/\/dsrc.haifa.ac.il\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=14082"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}