{"id":25688,"date":"2026-09-03T13:39:08","date_gmt":"2026-09-03T13:39:08","guid":{"rendered":"https:\/\/winkoms.eu\/portfolio\/tracking-paramecium-ganador-de-axelera-ai-demo-jam-1\/"},"modified":"2026-09-03T14:30:20","modified_gmt":"2026-09-03T14:30:20","slug":"tracking-paramecium-ganador-de-axelera-ai-demo-jam-1","status":"publish","type":"portfolio","link":"https:\/\/winkoms.eu\/es\/portfolio\/tracking-paramecium-ganador-de-axelera-ai-demo-jam-1\/","title":{"rendered":"Tracking Paramecium &#8211; Ganador de Axelera AI Demo Jam #1"},"content":{"rendered":"<p><em>Datos 2024\u20132026 \u00b7 En curso \u00b7 Cliente: Dr. Humbert Salvad\u00f3 \u2014 Grupo de Zoolog\u00eda, Universitat de Barcelona (UB) \u00b7 Responsable: Francesc Xavier G\u00f3mez<\/em><\/p>\n<h3>El desaf\u00edo<\/h3>\n<p>El grupo de zoolog\u00eda del Dr. Humbert Salvad\u00f3 (Universitat de Barcelona) necesitaba estudiar el comportamiento nadador de <em>Paramecium aurelia<\/em> \u2014un ciliado modelo para motilidad y quimiotaxis\u2014 en sesiones largas y sin supervisi\u00f3n. El seguimiento manual es lento e inconsistente, y las soluciones comerciales no pod\u00edan mantener un organismo r\u00e1pido y alargado centrado en una etapa motorizada en tiempo real con un presupuesto de laboratorio de investigaci\u00f3n.<\/p>\n<h3>La soluci\u00f3n<\/h3>\n<p>Winkoms construy\u00f3 un sistema de seguimiento en tiempo real de bucle cerrado sobre su propia etapa motorizada SimpleXYZ. Un modelo de segmentaci\u00f3n YOLOv8 \u2014que se ejecuta en un acelerador <strong>Axelera Metis M.2<\/strong> sobre un <strong>Radxa ROCK 5 ITX+<\/strong> de bajo costo\u2014 detecta el organismo fotograma a fotograma; un c\u00f3digo QR superpuesto en cada fotograma de v\u00eddeo transporta la posici\u00f3n de la etapa en micr\u00f3metros, de modo que el software convierte el centroide detectado en coordenadas reales y mueve la etapa XY para mantener la c\u00e9lula centrada. La tuber\u00eda de procesamiento exporta velocidad, desplazamiento y trayectoria para an\u00e1lisis cuantitativo.<\/p>\n<h3>Los resultados<\/h3>\n<p>El sistema alcanza <strong>88,6 FPS<\/strong> y se mantiene t\u00e9rmicamente estable a <strong>38 \u00b0C<\/strong>, sosteniendo una <strong>sesi\u00f3n de seguimiento continuo de casi 6 horas<\/strong>. La oscilaci\u00f3n posicional es de <strong>17,7 \u00b5m (el 7 % de la longitud corporal del organismo)<\/strong> y la cinem\u00e1tica recuperada coincide con los datos publicados de <em>P. aurelia<\/em>. El proyecto fue seleccionado <strong>ganador del Axelera AI \u00abDemo Jam #1\u00bb<\/strong>, reconociendo un uso real completamente desplegado del Metis M.2.<\/p>\n<p><a href=\"https:\/\/community.axelera.ai\/demo-jam-54\/demo-jam-1-results-are-in-1325\">Leer el anuncio oficial de Axelera \u2192<\/a><\/p>\n<h3>Videos<\/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=\"Seguimiento de Paramecium en tiempo real: SimpleXYZ + YOLOv8 (5:05)\" src=\"https:\/\/www.youtube.com\/embed\/3-1CXPTxqB8\" width=\"853\" height=\"480\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/div>\n<\/figure>\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=\"Inferencia YOLOv8Seg en Axelera Metis M.2 + Radxa ROCK 5 ITX\" src=\"https:\/\/www.youtube.com\/embed\/s5maD4ojorg\" width=\"853\" height=\"480\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/div>\n<\/figure>\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=\"Sesi\u00f3n de seguimiento continuo (6 horas)\" src=\"https:\/\/www.youtube.com\/embed\/jsSD7d_354o\" width=\"853\" height=\"480\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/div>\n<\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Seguimiento de microscop\u00eda unicelular en tiempo real sobre Axelera Metis M.2 \u2014 ganador del Axelera AI Demo Jam #1.<\/p>\n","protected":false},"author":1,"featured_media":25648,"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 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Tracking Paramecium - Ganador de Axelera AI Demo Jam #1 - Winkoms<\/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:\/\/winkoms.eu\/es\/portfolio\/tracking-paramecium-ganador-de-axelera-ai-demo-jam-1\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Tracking Paramecium - Ganador de Axelera AI Demo Jam #1 - Winkoms\" \/>\n<meta property=\"og:description\" content=\"Seguimiento de microscop\u00eda unicelular en tiempo real sobre Axelera Metis M.2 \u2014 ganador del Axelera AI Demo Jam #1.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/winkoms.eu\/es\/portfolio\/tracking-paramecium-ganador-de-axelera-ai-demo-jam-1\/\" \/>\n<meta property=\"og:site_name\" content=\"Winkoms\" \/>\n<meta property=\"article:modified_time\" content=\"2026-09-03T14:30:20+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/winkoms.eu\/wp-content\/uploads\/2026\/09\/thumb.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"720\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@winkoms\" \/>\n<meta name=\"twitter:label1\" content=\"Tiempo de lectura\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minuto\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/winkoms.eu\/es\/portfolio\/tracking-paramecium-ganador-de-axelera-ai-demo-jam-1\/\",\"url\":\"https:\/\/winkoms.eu\/es\/portfolio\/tracking-paramecium-ganador-de-axelera-ai-demo-jam-1\/\",\"name\":\"Tracking Paramecium - Ganador de Axelera AI Demo Jam #1 - Winkoms\",\"isPartOf\":{\"@id\":\"https:\/\/winkoms.eu\/#website\"},\"datePublished\":\"2026-09-03T13:39:08+00:00\",\"dateModified\":\"2026-09-03T14:30:20+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/winkoms.eu\/es\/portfolio\/tracking-paramecium-ganador-de-axelera-ai-demo-jam-1\/#breadcrumb\"},\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/winkoms.eu\/es\/portfolio\/tracking-paramecium-ganador-de-axelera-ai-demo-jam-1\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/winkoms.eu\/es\/portfolio\/tracking-paramecium-ganador-de-axelera-ai-demo-jam-1\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/winkoms.eu\/es\/winkoms-open-microscopy\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Portfolio\",\"item\":\"https:\/\/winkoms.eu\/portfolio\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Tracking Paramecium &#8211; 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