Learning data generating apparatus, development data generation device, model learning device, method thereof, and program

摘要

PROBLEM TO BE SOLVED: To provide a learning data generating device for suppressing deviation of attribute of learning data, and the like.SOLUTION: A learning data generating device comprises: a first data number counting unit, where learning data includes a label indicating an attribute of the learning data and a feature amount of the learning data, for counting the number of pieces of learning data belonging to each attribute on the basis of K pieces of learning data; and a first data adjustment unit for generating K' pieces of learning data, where K'K, by duplicating learning data including labels lother than labels lindicating the attributes to which the maximum number N of pieces of learning data belong, and adding one or more pieces of duplicated learning data to the K pieces of learning data. The first data adjustment unit makes the number of pieces of learning data including the labels lin the K' pieces of learning data become N or less after addition.SELECTED DRAWING: Figure 1