Information processing apparatus, learning device, imaging apparatus, control method of information processing apparatus, and program
AssigneeFUJIFILM Corporation
InventorAkihiro Uchida
Life of this patent
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Abstract
An information processing apparatus includes a processor and a memory connected to or built in the processor. In a case in which imaging accompanied by a focus operation in which a specific subject is used as a focus target region is performed by an image sensor, the processor outputs specific subject data related to a specific subject image indicating the specific subject in a captured image obtained by the imaging as data used in machine learning.
Claims21
An information processing apparatus comprising:
- a processor;
- and
- a memory connected to or built in the processor,
- wherein,
- the processor displays a plurality of label candidates on a screen for selection and receives a selected label among the plurality of label candidates, wherein each of the plurality of label candidates is a class of a subject image,
- in a case in which imaging accompanied by a focus operation in which a specific subject is used as a focus target region is performed by an image sensor, the processor extracts an image of the focus target region as a specific subject image from a captured image obtained by the imaging, and generates training data comprising the specific subject data related to the specific subject image indicating the specific subject in a captured image obtained by the imaging, the selected label which is a class of the specific subject image, and coordinates of the focused target region in the captured image
- the processor transmits the generated training data to a computing device for machine learning.
A control method of an information processing apparatus, the method comprising:
- displaying a plurality of label candidates on a screen for selection and receiving a selected label among the plurality of label candidates, wherein each of the plurality of label candidates is a class of a subject image;
- in a case in which imaging accompanied by a focus operation in which a specific subject is used as a focus target region is performed by an image sensor, extracting an image of the focus target region as a specific subject image from a captured image obtained by the imaging, and generating training data comprising the specific subject data related to the specific subject image indicating the specific subject in a captured image obtained by the imaging, the selected label which is a class of the specific subject image, and coordinates of the focused target region in the captured image;
- and
- transmitting the generated training data to a computing device for machine learning.
A non-transitory computer-readable storage medium storing a program executable by a computer to perform a process comprising:
- displaying a plurality of label candidates on a screen for selection and receiving a selected label among the plurality of label candidates, wherein each of the plurality of label candidates is a class of a subject image;
- in a case in which imaging accompanied by a focus operation in which a specific subject is used as a focus target region is performed by an image sensor, extracting an image of the focus target region as a specific subject image from a captured image obtained by the imaging, and generating training data comprising the specific subject data related to the specific subject image indicating the specific subject in a captured image obtained by the imaging, the selected label which is a class of the specific subject image, and coordinates of the focused target region in the captured image;
- and
- transmitting the generated training data to a computing device for machine learning.
Dependencies are inferred from the claim text.