{"id":25817,"date":"2026-09-04T12:44:41","date_gmt":"2026-09-04T12:44:41","guid":{"rendered":"https:\/\/winkoms.eu\/?post_type=portfolio&#038;p=25817"},"modified":"2026-09-04T12:44:41","modified_gmt":"2026-09-04T12:44:41","slug":"wnk-platform-herramientas-ia","status":"publish","type":"portfolio","link":"https:\/\/winkoms.eu\/es\/portfolio\/wnk-platform-herramientas-ia\/","title":{"rendered":"WNK Platform: YOLO Labeler, QaiFIL Analysis y Trainer App"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row][vc_column][vc_column_text uncode_shortcode_id=\u00bb189636&#8243;]<em>Datos 2025\u20132026 \u00b7 En curso \u00b7 Cliente: Winkoms (producto propio) \u00b7 Responsable: Francesc Xavier G\u00f3mez<\/em><\/p>\n<h3>El reto<\/h3>\n<p>Todo proyecto de visi\u00f3n por computador aplicada empieza con el mismo cuello de botella: convertir im\u00e1genes de microscop\u00eda en datos de entrenamiento etiquetados, para luego entrenar y ejecutar modelos contra ellos \u2014 normalmente en herramientas separadas y desconectadas, sin control de acceso compartido, gesti\u00f3n de GPU ni seguimiento de uso.<\/p>\n<h3>La soluci\u00f3n<\/h3>\n<p>Winkoms construy\u00f3 <strong>WNK Platform<\/strong>, una \u00fanica plataforma web autenticada que aloja tres servicios integrados bajo un solo inicio de sesi\u00f3n:<\/p>\n<ul>\n<li><strong>YOLO Labeler<\/strong> \u2014 etiquetado de im\u00e1genes para entrenamiento YOLO, con auto-segmentaci\u00f3n YOLO + SAM 2.1 para acelerar la anotaci\u00f3n<\/li>\n<li><strong>QaiFIL Analysis<\/strong> \u2014 una herramienta de detecci\u00f3n y cuantificaci\u00f3n de filamentos basada en Streamlit (el mismo motor detr\u00e1s del proyecto de sens\u00f3rica por fibra \u00f3ptica QaiFIL para la UB)<\/li>\n<li><strong>Trainer App<\/strong> \u2014 entrenamiento de modelos YOLO con GPU, limitado a una tarea de entrenamiento simult\u00e1nea para proteger los recursos de GPU compartidos<\/li>\n<\/ul>\n<p>La plataforma se ejecuta sobre una <strong>GPU NVIDIA dedicada de 24 GB de VRAM<\/strong> y registra el uso por servicio y por usuario \u2014 im\u00e1genes etiquetadas, an\u00e1lisis ejecutados, entrenamientos lanzados \u2014 mediante un panel de administraci\u00f3n sencillo. La interfaz est\u00e1 actualmente en catal\u00e1n, y se traduce sin problemas al ingl\u00e9s o al espa\u00f1ol con herramientas del navegador como Google Translate si es necesario.<\/p>\n<p><img decoding=\"async\" class=\"aligncenter size-full\" src=\"https:\/\/winkoms.eu\/wp-content\/uploads\/2026\/09\/wnk-platform-yolo-labeler.png\" alt=\"Interfaz de YOLO Labeler con auto-segmentaci\u00f3n SAM\" \/><img decoding=\"async\" class=\"aligncenter size-full\" src=\"https:\/\/winkoms.eu\/wp-content\/uploads\/2026\/09\/wnk-platform-qafil-analysis.png\" alt=\"Interfaz de QaiFIL Analysis\" \/><img decoding=\"async\" class=\"aligncenter size-full\" src=\"https:\/\/winkoms.eu\/wp-content\/uploads\/2026\/09\/wnk-platform-trainer-app.png\" alt=\"Trainer App mostrando la GPU dedicada\" \/><\/p>\n<h3>Los resultados<\/h3>\n<p>Una \u00fanica plataforma multiusuario unifica ahora tres herramientas de IA previamente separadas bajo un solo punto de entrada autenticado, con monitorizaci\u00f3n de GPU en tiempo real y contabilidad de uso por servicio incorporadas desde el primer d\u00eda.<\/p>\n<h3>V\u00eddeo<\/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=\"QaiFIL WebAPP\" src=\"https:\/\/www.youtube.com\/embed\/h0X35vBOI_o\" 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>WNK Platform: una plataforma web unificada, con GPU dedicada, que agrupa etiquetado de im\u00e1genes con IA, an\u00e1lisis de filamentos y entrenamiento de modelos YOLO \u2014 creada internamente por Winkoms.<\/p>\n","protected":false},"author":1,"featured_media":25816,"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":[23,49],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - 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