{"id":15951,"date":"2023-09-18T15:50:06","date_gmt":"2023-09-18T14:50:06","guid":{"rendered":"https:\/\/www.sea.ai\/can-machine-vision-camera-detect-semi-submerged-container\/"},"modified":"2026-03-03T10:23:06","modified_gmt":"2026-03-03T09:23:06","slug":"detectar-contenedores-semisumergidos","status":"publish","type":"post","link":"https:\/\/www.sea.ai\/es\/detectar-contenedores-semisumergidos\/","title":{"rendered":"\u00bfPuede la IA detectar contenedores semisumergidos en el mar?"},"content":{"rendered":"\t\t
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SEA.AI llena un vac\u00edo cr\u00edtico en el conocimiento de la situaci\u00f3n mar\u00edtima. A diferencia del radar y el AIS, pone en primer plano la vigilancia basada en la visi\u00f3n y las capacidades de b\u00fasqueda y rescate. <\/p>\n

Impulsada por Inteligencia Artificial, la c\u00e1mara marina SEA.AI puede detectar contenedores semisumergidos<\/strong>, personas por la borda y otras amenazas flotantes, de forma instant\u00e1nea y aut\u00f3noma.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Cr\u00e9dito de la foto: \u00a9Yann Riou_Polaryse<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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<\/p>\n

Seguridad mar\u00edtima a trav\u00e9s del aprendizaje profundo y los datos<\/span><\/h2>\n

A bordo, SEA.AI combina c\u00e1maras t\u00e9rmicas y en color con poca luz en una unidad de visi\u00f3n<\/strong>. Estas c\u00e1maras capturan im\u00e1genes en tiempo real. <\/p>\n

A continuaci\u00f3n, la IA procesa estos datos utilizando una amplia base de datos visuales creada desde 2018. Con m\u00e1s de 9 millones de im\u00e1genes analizadas<\/strong>, SEA.AI ha evolucionado para detectar contenedores semisumergidos y otros peligros con gran precisi\u00f3n. <\/p>\n

El sistema utiliza la “extracci\u00f3n de caracter\u00edsticas” para reconocer objetos por su color, forma, estructura y temperatura<\/strong>. Pero la iluminaci\u00f3n, el tiempo y las condiciones del oc\u00e9ano afectan a la apariencia de los objetos. <\/p>\n

Por eso SEA.AI entrena sus algoritmos utilizando cientos de miles de im\u00e1genes variadas. Aunque la recopilaci\u00f3n pasiva de im\u00e1genes es \u00fatil, las pruebas activas en el mundo real proporcionan datos m\u00e1s fiables para detectar las amenazas de colisi\u00f3n<\/strong>. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Cr\u00e9dito de la foto: \u00a9Yann Riou_Polaryse<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Detecci\u00f3n de Contenedores Flotantes en Condiciones Reales<\/h2>

Una pregunta frecuente que recibe SEA.AI: “\u00bfPuede tu sistema detectar contenedores semisumergidos?<\/strong>“. La respuesta es s\u00ed, sobre todo porque los contenedores son grandes, r\u00edgidos y tienen un perfil t\u00e9rmico \u00fanico.<\/p>

Para validarlo, el equipo de I+D de SEA.AI realiz\u00f3 pruebas desde Brest a bordo del barco de investigaci\u00f3n de la Asociaci\u00f3n C\u00e9ladon<\/a>. El barco est\u00e1 equipado con varios modelos de c\u00e1maras marinas SEA.AI montadas a distintas alturas. <\/p>

Esta configuraci\u00f3n permiti\u00f3 al equipo recopilar valiosos datos de detecci\u00f3n en condiciones reales. Tambi\u00e9n ayud\u00f3 a perfeccionar el algoritmo para reconocer contenedores en distintos escenarios. <\/p>

<\/span><\/p>

Pruebas pr\u00e1cticas realizadas por los ingenieros de SEA.AI<\/h2>

“Colocamos un recipiente en el agua y recogimos im\u00e1genes a lo largo del d\u00eda”, explica Shaban Almouahed<\/strong>, ingeniero de I+D de SEA.AI. “Simulamos varios \u00e1ngulos de iluminaci\u00f3n y de sol para crear escenarios de colisi\u00f3n realistas. Estas im\u00e1genes confirmaron nuestra capacidad para detectar contenedores con gran fiabilidad.” <\/p>

Estas pruebas tambi\u00e9n ayudaron a determinar el rango de detecci\u00f3n. El Sentry<\/strong><\/a> por ejemplo, ofrece detecci\u00f3n de largo alcance -hasta 700 metros- gracias a su dise\u00f1o de doble c\u00e1mara t\u00e9rmica y \u00f3ptica. Por su parte, el compacto Competici\u00f3n <\/strong><\/a>utilizado en yates de competici\u00f3n, detecta objetos a menos de 150 metros. <\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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De los datos a la seguridad<\/h2>\n

Los datos por s\u00ed solos no bastan. SEA.AI transforma esos datos en acci\u00f3n<\/strong> mediante una IA de primera clase y una biblioteca de im\u00e1genes inigualable. <\/p>\n

Con el entorno mar\u00edtimo en constante cambio, SEA.AI sigue aprendiendo de cada imagen, ayudando a las tripulaciones a detectar contenedores semisumergidos y a navegar con m\u00e1s seguridad<\/strong>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

SEA.AI, el producto que llena un vac\u00edo vital en el arsenal de evitaci\u00f3n de colisiones mar\u00edtimas (conocimiento de la situaci\u00f3n para cubrir las capacidades de vigilancia, b\u00fasqueda y rescate) junto con el radar y el AIS.<\/p>\n","protected":false},"author":9,"featured_media":15952,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[139],"tags":[],"class_list":["post-15951","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news-es"],"acf":[],"yoast_head":"\nC\u00f3mo detectar contenedores semisumergidos en el mar con IA<\/title>\n<meta name=\"description\" content=\"SEA.AI utiliza c\u00e1maras marinas potenciadas por IA para detectar contenedores semisumergidos en el mar, mejorando la seguridad mar\u00edtima y la prevenci\u00f3n de colisiones.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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