Data generating method, learning method, estimating method, data generating device, and program
AssigneeSony Semiconductor Solutions Corporation
InventorsYutaka Moriyama, Yoshiki Ando, Hajime Hosaka, Ryuhei Hata, Yusuke Shinmi, Yoshikuni Nomura
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Abstract
An object is to obtain training data through an ideal image generated from an actually-shot image. A data generating method of generating data used in learning a model using a processor, the data generating method including: generating an ideal image corresponding to output data of the model from a captured image obtained by a predetermined device; and generating a degraded image corresponding to input data of the model from the ideal image.
Claims18
A data generating method of generating training data used in learning a model using a processor, the data generating method comprising:
- generating an ideal image corresponding to output data of the model from a plurality of still images captured by a predetermined device;
- and
- generating a degraded image corresponding to input data of the model from the ideal image,
- wherein the ideal image is generated based upon the plurality of still images of a same scene respectively captured by the predetermined device at a same angle.
A data generating device that generates training data used in learning a model, the data generating device comprising:
- a memory storing a program, and
- at least one processor configured to execute the program to perform operations comprising:
- generating an ideal image corresponding to output data of the model from a plurality of still images captured by a predetermined device;
- and
- generating a degraded image corresponding to input data of the model from the ideal image,
- wherein the ideal image is generated based upon the plurality of still images of a same scene respectively captured by the predetermined device at a same angle.
A non-transitory computer readable medium storing a program for generating training data used in learning a model, the program being executable by a processor to perform operations comprising:
- generating an ideal image corresponding to output data of the model from a plurality of still images captured by a predetermined device;
- and
- generating a degraded image corresponding to input data of the model from the ideal image,
- wherein the ideal image is generated based upon the plurality of still images of a same scene respectively captured by the predetermined device at a same angle.
Dependencies are inferred from the claim text.