Estimation apparatus, estimation method, and non-transitory computer-readable storage medium for storing estimation program
AssigneeFujitsu Limited
InventorsKento Uemura, Suguru Yasutomi, Takashi Katoh
Life of this patent
Estimating the term…
Abstract
An estimation method implemented by a computer, the estimation method includes: executing learning processing by training an autoencoder with a data group corresponding to a specific task; calculating a degree of compression of each part regarding data included in the data group by using the trained autoencoder; and estimating a common part with another piece of data included in the data group regarding the data corresponding to the specific task based on the calculated degree of compression of each part.
Claims8
A non-transitory computer-readable storage medium for storing an estimation program which causes a processor to perform processing for object recognition, the processing comprising:
- executing learning processing by training an autoencoder with a data group corresponding to a specific task;
- calculating a degree of compression of each part regarding data included in the data group by using the trained autoencoder;
- and
- estimating a common part with another piece of data included in the data group regarding the data corresponding to the specific task based on the calculated degree of compression of each part.
An estimation apparatus comprising:
- a memory;
- and
- a processor coupled to the memory, the processor being configured to
- execute a learning processing that includes training an autoencoder with a data group corresponding to a specific task;
- execute a calculating processing that includes calculating a degree of compression of each part regarding data included in the data group by using the autoencoder learned by the learning processing;
- and
- execute an estimating processing that includes estimating a common part with another piece of data included in the data group regarding the data corresponding to the specific task based on the degree of compression of each part calculated by the calculating processing.
An estimation method implemented by a computer, the estimation method comprising:
- executing learning processing by training an autoencoder with a data group corresponding to a specific task;
- calculating a degree of compression of each part regarding data included in the data group by using the trained autoencoder;
- and
- estimating a common part with another piece of data included in the data group regarding the data corresponding to the specific task based on the calculated degree of compression of each part.
Dependencies are inferred from the claim text.