INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUM

An information processing apparatus for generating a learning model that performs, by using input image data obtained by imaging an object, estimation relating to the object rendered in the image data, includes at least one processor capable of causing the information processing apparatus to functio...

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Bibliographische Detailangaben
Hauptverfasser: OTOMARU, Itaru, KUROYAMA, Takahiro, ISHIKAWA, Ryo
Format: Patent
Sprache:eng
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Zusammenfassung:An information processing apparatus for generating a learning model that performs, by using input image data obtained by imaging an object, estimation relating to the object rendered in the image data, includes at least one processor capable of causing the information processing apparatus to function as a training data acquisition unit configured to acquire, as training data used for generating the learning model, learning image data obtained by imaging the object and ground truth data indicating information about the object in the learning image data, a goodness-of-fit acquisition unit configured to acquire goodness of fit relating to the ground truth data, and a learning unit configured to perform training on the learning model based on the training data and the goodness of fit.