Computer-readable recording medium storing training program, training method, and information processing apparatus
AssigneeFujitsu Limited
InventorsSou HASEGAWA, Masayuki HIROMOTO
Life of this patent
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Abstract
A non-transitory computer-readable recording medium stores a training program causing a computer to execute a process including: generating, for first data that includes a first object feature amount and position information of each of a plurality of target objects in first image data, at least one second data by substituting at least one first object feature amount of the plurality of target objects with a second object feature amount acquired for at least one other object classified into a same class as the target object in at least one second image data that is different from the first image data; and training an encoder by inputting the at least one second data to the encoder.
Claims12
A non-transitory computer-readable recording medium storing a training program causing a computer to execute a process comprising:
- generating, for first data that includes a first object feature amount and position information of each of a plurality of target objects in first image data, at least one second data by substituting at least one first object feature amount of the plurality of target objects with a second object feature amount acquired for at least one other object classified into a same class as the target object in at least one second image data that is different from the first image data;
- and
- training an encoder by inputting the at least one second data to the encoder.
A training method causing a computer to execute a process comprising:
- generating, for first data that includes a first object feature amount and position information of each of a plurality of target objects in first image data, at least one second data by substituting at least one first object feature amount of the plurality of target objects with a second object feature amount acquired for at least one other object classified into a same class as the target object in at least one second image data that is different from the first image data;
- and
- training an encoder by inputting the at least one second data to the encoder.
An information processing apparatus comprising:
- a memory;
- and
- a processor coupled to the memory and configured to:
- generate, for first data that includes a first object feature amount and position information of each of a plurality of target objects in first image data, at least one second data by substituting at least one first object feature amount of the plurality of target objects with a second object feature amount acquired for at least one other object classified into a same class as the target object in at least one second image data that is different from the first image data;
- and
- train an encoder by inputting the at least one second data to the encoder.
Dependencies are inferred from the claim text.