{"id":32397,"date":"2025-02-17T10:30:00","date_gmt":"2025-02-17T09:30:00","guid":{"rendered":"https:\/\/inlab.fib.upc.edu\/?post_type=projecte&#038;p=32397"},"modified":"2025-11-07T10:56:44","modified_gmt":"2025-11-07T09:56:44","slug":"escalada-lizcore","status":"publish","type":"projecte","link":"https:\/\/inlab.fib.upc.edu\/es\/projecte\/escalada-lizcore","title":{"rendered":"Modelo de Machine Learning aplicado a la escalada para Lizcore"},"content":{"rendered":"","protected":false},"author":1273,"featured_media":32401,"template":"","meta":{"_acf_changed":false},"experteses":[9,1163],"tencnologies":[1141,529,526],"class_list":["post-32397","projecte","type-projecte","status-publish","has-post-thumbnail","hentry","experteses-datascienceybigdata-es","experteses-ia-es","tencnologies-ia-es","tencnologies-models-de-deep-learning-es","tencnologies-unity-es"],"acf":{"minidescripcio":"Este proyecto busca desarrollar un modelo de machine learning para identificar situaciones de riesgo antes de iniciar la escalada con auto asegurador, ayudante al personal del centro a detectar peligros de manera autom\u00e1tica y precisa.","ordre_prioritat":45,"descripcio":"El objetivo principal de este proyecto es el desarrollo de una prueba de concepto mediante modelos de aprendizaje que identifiquen de forma f\u00e1cil, y con la mayor precisi\u00f3n posible, situaciones de riesgo que se pudieran dar antes de iniciar el proceso de escalada de una v\u00eda con auto asegurador.\n\nSe utilizaran modelos de IA, mediante el uso de redes neuronales convolucionales (CNN) que permiten identificar, clasificar y localizar objetos.\n\nLos modelos que se desarrollados no sustituir\u00e1n la supervisi\u00f3n humana, simplemente pretenden ayudar al personal del centro de la actividad a detectar posibles casos de peligro.\n\n<br>Aqu\u00ed teneis un video donde se explica el funcionamento del sistema: <a href=\"https:\/\/www.instagram.com\/reel\/DImhrPdypEf\/\">https:\/\/www.instagram.com\/reel\/DImhrPdypEf\/<\/a>","image":"","url":"","data_inici_pro":"20250201","data_fi_pro":"20250430","client":[32394],"entitat_finan":"","colab":"","responsable":[619],"equip":[1235,1215,1271],"escert":"0","mpi":"0","accio":"0","padih":"0","nacional":"0","participants":"","participants2":"","projecte_final":"","articles_presentacions":"","slideshare":""},"_links":{"self":[{"href":"https:\/\/inlab.fib.upc.edu\/es\/wp-json\/wp\/v2\/projecte\/32397","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/inlab.fib.upc.edu\/es\/wp-json\/wp\/v2\/projecte"}],"about":[{"href":"https:\/\/inlab.fib.upc.edu\/es\/wp-json\/wp\/v2\/types\/projecte"}],"author":[{"embeddable":true,"href":"https:\/\/inlab.fib.upc.edu\/es\/wp-json\/wp\/v2\/users\/1273"}],"acf:user":[{"embeddable":true,"href":"https:\/\/inlab.fib.upc.edu\/es\/wp-json\/wp\/v2\/users\/1271"},{"embeddable":true,"href":"https:\/\/inlab.fib.upc.edu\/es\/wp-json\/wp\/v2\/users\/1215"},{"embeddable":true,"href":"https:\/\/inlab.fib.upc.edu\/es\/wp-json\/wp\/v2\/users\/1235"},{"embeddable":true,"href":"https:\/\/inlab.fib.upc.edu\/es\/wp-json\/wp\/v2\/users\/619"}],"acf:post":[{"embeddable":true,"href":"https:\/\/inlab.fib.upc.edu\/es\/wp-json\/wp\/v2\/empresa\/32394"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/inlab.fib.upc.edu\/es\/wp-json\/wp\/v2\/media\/32401"}],"wp:attachment":[{"href":"https:\/\/inlab.fib.upc.edu\/es\/wp-json\/wp\/v2\/media?parent=32397"}],"wp:term":[{"taxonomy":"experteses","embeddable":true,"href":"https:\/\/inlab.fib.upc.edu\/es\/wp-json\/wp\/v2\/experteses?post=32397"},{"taxonomy":"tencnologies","embeddable":true,"href":"https:\/\/inlab.fib.upc.edu\/es\/wp-json\/wp\/v2\/tencnologies?post=32397"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}