El punto final de clasificación de plumas devuelve datos que incluyen la especie de ave identificada, una puntuación de confianza para la identificación y la URL de la imagen original. Esto permite a los usuarios verificar la identificación en función de la imagen proporcionada.

Los campos clave en los datos de respuesta incluyen "success" (indicando el estado de la solicitud), "image_url" (la URL de la imagen enviada) y "output" (un array que contiene etiquetas de especies y sus respectivos puntajes de confianza).

El parámetro principal para el endpoint de Clasificación de Plumas es "url," que debe contener la URL de la imagen de la pluma que se va a analizar. Este parámetro es esencial para que la API procese la imagen.

Los datos de respuesta están organizados en un formato JSON. Incluye un indicador de éxito de nivel superior, la URL de la imagen y un array de salida con objetos que contienen etiquetas de especies y puntajes de confianza, lo que facilita su análisis y utilización.

Los datos utilizados para la identificación se derivan de amplios conjuntos de datos de imágenes y modelos de aprendizaje automático entrenados en varias características de plumas. Esto garantiza una representación amplia y precisa de las especies de aves.

Los casos de uso típicos incluyen la investigación ornithológica, aplicaciones de observación de aves, herramientas educativas para identificar especies de aves y esfuerzos de conservación que requieren una identificación precisa de especies a partir de muestras de plumas.

Los usuarios pueden utilizar los datos devueltos interpretando el array "output" para identificar especies de aves y sus puntajes de confianza. Los puntajes más altos indican identificaciones más confiables, guiando a los usuarios en su investigación o esfuerzos de conservación.

La precisión de los datos se mantiene a través de la capacitación continua de modelos de aprendizaje automático con conjuntos de datos actualizados, validación contra clasificaciones de expertos y controles de calidad regulares para garantizar una identificación confiable de especies.

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