US 2024/0203100 A1 · TRAINING DEVICE, PREDICTION DEVICE, TRAINING METHOD, AND RECORDING MEDIUM

Abstract

The partial image generation means generates partial images from the input image, and the partial image selection means selects a plurality of training partial images to be used as training data from all the generated partial images. The training means trains a prediction model for predicting a probability that a predetermined feature is included in the selected training partial images. The prediction means performs prediction for all the partial images using the trained prediction model. Then, the partial image selection means selects the plurality of training partial images to be used in a next training based on predicted values for all the partial images. The training of the prediction model by the training means is repeated while the training partial images are updated.

Claims11

Dependent claims

A training device comprising:

a memory configured to store instructions;
and
a processor configured to execute the instructions to:
generate partial images smaller than an input image from the input image;
select a plurality of training partial images to be used as training data from all the generated partial images;
train a prediction model for predicting a probability that a predetermined feature is included in the selected training partial images;
and
perform prediction for all the partial images using the trained prediction model,
wherein the processor selects the plurality of training partial images to be used in a next training based on predicted values for all the partial images.

6 more elements

Dependencies are inferred from the claim text.

Training device, prediction device, training method, and recording medium

Life of this patent

Training device, prediction device, training method, and recording medium

Life of this patent

Abstract

Claims11