Como parte de un proyecto nacional para acelerar la identificación de nuevas fuentes de resistencia genética a los patógenos vegetales, los obtentores de vides de todo el país están enviando a Cornell a sus mejores candidatos para ser procesados en un nuevo sistema de fenotipado de alto rendimiento que llamamos Blackbird. Le pusimos el nombre en honor al famoso avión espía SR-71 y, al igual que su homónimo, puede producir e interpretar imágenes notables desde una altitud de, bueno, alrededor de 1 pie. Esto no le impresionará, pero tenga en cuenta que el tema de interés es una colonia de mildiú polvoriento con una altura de aproximadamente 5 micras. Para poner esto en escala, estamos volando con una cámara de 300.000 micras por encima de un campo de 10.000 micras de ancho. En sólo unos segundos, capturamos una imagen de todo el campo que nos permite ver claramente cada objeto de 5 micras de ancho en el campo, identificarlo y medirlo con precisión; y podemos ver 3000 campos de este tipo cada día.

Blackbird 3D CAD Model (Version 00)

La clave del éxito de Blackbird´s es un equipo de proyecto diverso y multidisciplinario de la Unidad de Investigación en Genética de la Uva del USDA, la Sección de Patología Vegetal y Biología de Microbios de Cornell AgriTech y el Centro de Investigación en Iluminación del Instituto Politécnico Rensselaer, así como la novedosa aplicación de tecnologías convergentes en imágenes digitales, redes neutrales y componentes robóticos impresos en 3D. Lo que antes le tomaba a los observadores humanos meses de microscopía ahora es realizado por un mirlo en menos de un día, con más precisión y menos sesgo. Como consecuencia, en sus primeras siete semanas de trabajo, Blackbird nos ayudó a identificar seis fuentes de resistencia al mildiú polvoriento de la vid (Erysiphe necator) y al mildiú lanoso (Plasmopara viticola).

Más información en: http://www.vitisgen2.org/vitisgen2-scientists-train-neural-networks-to-identify-powdery-mildew/

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