{"id":25802,"date":"2026-09-04T12:53:54","date_gmt":"2026-09-04T12:53:54","guid":{"rendered":"https:\/\/winkoms.eu\/?post_type=portfolio&#038;p=25802"},"modified":"2026-09-04T12:53:54","modified_gmt":"2026-09-04T12:53:54","slug":"celegans-hormigas-tracking-ceab","status":"publish","type":"portfolio","link":"https:\/\/winkoms.eu\/es\/portfolio\/celegans-hormigas-tracking-ceab\/","title":{"rendered":"Seguimiento Multi-Organismo del Comportamiento (C. elegans y Hormigas) \u2014 CEAB"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row][vc_column][vc_column_text uncode_shortcode_id=\u00bb907161&#8243;]<em>Datos 2017\u20132026 \u00b7 En curso \u00b7 Cliente: CEAB (Centre d&#8217;Estudis Avan\u00e7ats de Blanes, CSIC) \u2014 grupo del Dr. Frederic Bartumeus \u00b7 Responsable: Francesc Xavier G\u00f3mez<\/em><\/p>\n<h3>El reto<\/h3>\n<p>El grupo de investigaci\u00f3n del Dr. Frederic Bartumeus en CEAB necesitaba hacer seguimiento de organismos peque\u00f1os y r\u00e1pidos \u2014 colonias de hormigas y <em>C. elegans<\/em> \u2014 a lo largo de sesiones de grabaci\u00f3n largas y sin supervisi\u00f3n, extrayendo datos precisos de posici\u00f3n y trayectoria sin que un asistente de investigaci\u00f3n tuviera que anotar manualmente cada fotograma.<\/p>\n<h3>La soluci\u00f3n<\/h3>\n<p>Winkoms construy\u00f3 una l\u00ednea de seguimiento multi-organismo para CEAB desde 2017, evolucionando a trav\u00e9s de varias generaciones de tracker y tres frameworks de GUI (wxPython \u2192 Kivy \u2192 PySide6). La iteraci\u00f3n actual de 2026 a\u00f1ade un pipeline de segmentaci\u00f3n y etiquetado asistido por IA: cada organismo se segmenta por contorno fotograma a fotograma, con la posici\u00f3n del centroide registrada autom\u00e1ticamente \u2014 sin necesidad de anotaci\u00f3n manual.<\/p>\n<figure id=\"attachment_25795\" aria-describedby=\"caption-attachment-25795\" style=\"width: 2428px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-25795\" src=\"https:\/\/winkoms.eu\/wp-content\/uploads\/2026\/09\/Captura-yolo_labeller_CELEG.jpg\" alt=\"Yolo Labeller CELEG\" width=\"2428\" height=\"1349\" srcset=\"https:\/\/winkoms.eu\/wp-content\/uploads\/2026\/09\/Captura-yolo_labeller_CELEG.jpg 2428w, https:\/\/winkoms.eu\/wp-content\/uploads\/2026\/09\/Captura-yolo_labeller_CELEG-300x167.jpg 300w, https:\/\/winkoms.eu\/wp-content\/uploads\/2026\/09\/Captura-yolo_labeller_CELEG-768x427.jpg 768w, https:\/\/winkoms.eu\/wp-content\/uploads\/2026\/09\/Captura-yolo_labeller_CELEG-1536x853.jpg 1536w, https:\/\/winkoms.eu\/wp-content\/uploads\/2026\/09\/Captura-yolo_labeller_CELEG-2048x1138.jpg 2048w, https:\/\/winkoms.eu\/wp-content\/uploads\/2026\/09\/Captura-yolo_labeller_CELEG-350x194.jpg 350w\" sizes=\"(max-width: 2428px) 100vw, 2428px\" \/><figcaption id=\"caption-attachment-25795\" class=\"wp-caption-text\">Yolo Labeller<br \/>CELEG<\/figcaption><\/figure>\n<h3>Los resultados<\/h3>\n<p>Nueve a\u00f1os de trabajo continuo de seguimiento (2017\u20132026) para la investigaci\u00f3n de comportamiento de CEAB, evolucionando desde los primeros trackers basados en color hasta el actual pipeline asistido por IA.[\/vc_column_text][\/vc_column][\/vc_row][vc_row][vc_column][vc_column_text]<\/p>\n<h3>Video<\/h3>\n<figure class=\"wp-block-embed wp-block-embed-youtube\" style=\"margin: 0 0 2.5em;\">\n<div class=\"wp-embed-aspect-16-9 wp-has-aspect-ratio\"><iframe title=\"Frame Complert Deteccio CAP-COS Formigues Juny 2024\" src=\"https:\/\/www.youtube.com\/embed\/7lbi6ilh-ao\" width=\"853\" height=\"480\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/div>\n<\/figure>\n<p>[\/vc_column_text][\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Nueve a\u00f1os de sistemas de seguimiento de movimiento a medida para la investigaci\u00f3n de comportamiento de CEAB \u2014 de colonias de hormigas a C. elegans, ahora con seguimiento de objetos asistido por IA.<\/p>\n","protected":false},"author":1,"featured_media":25801,"parent":0,"menu_order":0,"comment_status":"open","ping_status":"open","template":"","meta":{"rs_blank_template":"","rs_page_bg_color":"","slide_template_v7":""},"portfolio_category":[23],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - 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