{"id":1446,"date":"2025-06-24T22:55:15","date_gmt":"2025-06-25T01:55:15","guid":{"rendered":"https:\/\/datamining.dc.uba.ar\/datamining\/?p=1446"},"modified":"2025-07-02T12:01:20","modified_gmt":"2025-07-02T15:01:20","slug":"defensa-de-tesis-boris-dorian-da-silva-02-07-2025-10-30-hs","status":"publish","type":"post","link":"https:\/\/datamining.dc.uba.ar\/datamining\/2025\/06\/24\/defensa-de-tesis-boris-dorian-da-silva-02-07-2025-10-30-hs\/","title":{"rendered":"Defensa de Tesis \u2013 Boris Dorian Da Silva \u2013 02\/07\/2025 \u2013 10.30 hs."},"content":{"rendered":"<p>El Mi\u00e9rcoles 02\/07 se realiz\u00f3 la Defensa de Tesis de Boris Dorian Da Silva titulada \u201cM\u00f3dulo de detecci\u00f3n de intrusiones para entornos rurales utilizando Edge Computer Vision en microcontroladores\u201d.\u00a0 Cont\u00f3 con la direcci\u00f3n del Dr. Marcelo Soria. Los jurados fueron el Dr. Jose Ignacio Orlando, la Dra. Mar\u00eda Elena Buemi y el Dr. Enzo Ferrante. La defensa puede verse a trav\u00e9s del siguiente link: <a href=\"https:\/\/youtu.be\/HB6dlWE_xgA?t=20\" target=\"_blank\" rel=\"noopener\">https:\/\/youtu.be\/HB6dlWE_xgA?t=20<\/a><\/p>\n<p>Resumen:<br \/>\nEste trabajo se centr\u00f3 en el desarrollo de un m\u00f3dulo de detecci\u00f3n de intrusiones mediante la aplicaci\u00f3n de Edge Computer Vision, especialmente dise\u00f1ado para su implementaci\u00f3n en microcontroladores de bajo costo, con aplicaciones espec\u00edficas en entornos rurales con limitaciones de acceso a la red el\u00e9ctrica y a la infraestructura de comunicaci\u00f3n. La soluci\u00f3n propuesta comprende tres m\u00f3dulos esenciales: detecci\u00f3n de personas, comunicaci\u00f3n y suministro energ\u00e9tico. Para el m\u00f3dulo de detecci\u00f3n, se elabor\u00f3 un clasificador utilizando una red neuronal convolucional basado en la arquitectura MobileNet V1, implementando una estrategia de transferencia de conocimiento para adaptar el modelo al contexto de detecci\u00f3n de personas. El modelo resultante fue cuantizado para reducir su tama\u00f1o y mejorar la eficiencia en los tiempos de inferencia, para posteriormente ser implementado en un microcontrolador ESP32. El m\u00f3dulo de comunicaci\u00f3n utiliza un transceptor LoRa para transmitir alertas generadas por la detecci\u00f3n de personas, y el m\u00f3dulo de suministro energ\u00e9tico incorpora un sistema con panel solar, bater\u00eda y m\u00f3dulo de carga. Esta soluci\u00f3n integral ofrece una respuesta para la detecci\u00f3n de personas en \u00e1reas rurales con recursos limitados.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>El Mi\u00e9rcoles 02\/07 se realiz\u00f3 la Defensa de Tesis de [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":614,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1446","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sin-categoria"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.10 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Defensa de Tesis \u2013 Boris Dorian Da Silva \u2013 02\/07\/2025 \u2013 10.30 hs. - Maestr\u00eda en Data Mining<\/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:\/\/datamining.dc.uba.ar\/datamining\/2025\/06\/24\/defensa-de-tesis-boris-dorian-da-silva-02-07-2025-10-30-hs\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Defensa de Tesis \u2013 Boris Dorian Da Silva \u2013 02\/07\/2025 \u2013 10.30 hs. - 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