Image generator and method of image generation
AssigneeRakuten Group, Inc.
InventorsHiya Roy, Mitsuru Nakazawa, Bjorn Stenger
Life of this patent
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Abstract
Provided is an information-processing device including: a CPU; and a memory storing instructions for causing the information-processing device, when executed by the CPU, to: output an intermediate heatmap for input of an input image by using at least one of a plurality of machine learning models; and generate a heatmap based on an attribute of the input image, which is provided independently of the input image, and the intermediate heatmaps.
Claims17
An information-processing device, comprising:
- a CPU;
- and
- a memory storing instructions for causing the information-processing device, when executed by the CPU, to:
- output an intermediate heatmap for input of an input image by using at least one of a plurality of machine learning models;
- generate a heatmap based on an attribute of the input image and the intermediate heatmaps;
- wherein the attribute of the input image is provided independently of the input image;
- and
- wherein each of the plurality of machine learning models is configured to output the intermediate heatmap irrespective of any other machine learning models among the plurality of machine learning models.
An information-processing method of causing a computer to execute:
- outputting, through use of one or a plurality of machine learning models, one or a plurality of intermediate heatmaps for input of an input image;
- generating a heatmap based on an attribute of the input image and the one or the plurality of intermediate heatmaps;
- wherein the attribute of the input image is provided independently of the input image;
- and
- wherein each of the plurality of machine learning models is configured to output the intermediate heatmap irrespective of any other machine learning models among the plurality of machine learning models.
A non-transitory computer-readable information recording medium storing an information-processing program for causing a computer to:
- output, through use of one or a plurality of machine learning models, one or a plurality of intermediate heatmaps for input of an input image;
- generate a heatmap based on an attribute of the input image and the one or the plurality of intermediate heatmaps;
- wherein the attribute of the input image is provided independently of the input image;
- and
- wherein each of the plurality of machine learning models is configured to output the intermediate heatmap irrespective of any other machine learning models among the plurality of machine learning models.
Dependencies are inferred from the claim text.