Information processing apparatus, method, and program
The proposed solution enhances image recognition technologies by generating an importance map and using a natural language model to explain the recognition basis, addressing the challenge of providing detailed insights into image recognition results.
JP7682980B1Active Publication Date: 2025-05-26SOFTBANK CORPORATION
Patent Information
- Application Number
- JP2023200722
- Authority / Receiving Office
- JP · JP
- Patent Type
- Patents
- Current Assignee / Owner
- Filing Date
- 2023-11-28
- Publication Date
- 2025-05-26
- Estimated Expiration
- 2043-11-28
Smart Images
Figure 0007682980000001_ABST
Abstract
Provided are an information processing apparatus, a method, and a program for facilitating understanding of the basis for an image recognition result. 【Solution means】An information processing apparatus 100 that provides the basis for an image recognition result includes an image recognition result output unit 110 that applies a learned image recognition model to a processing target image to generate a feature map including at least one region of interest, and outputs the feature map and the image recognition result; a map generation unit 120 that generates an importance map from the feature map based on the importance of each of a plurality of pixels constituting the processing target image; a template acquisition unit 130 that acquires a prompt template including an instruction for a natural language model; a prompt generation unit 140 that generates a prompt by fitting the image recognition result, the coordinate values and pixel values of pixels determined to have relatively high importance in the importance map, and the number of pixels to the prompt template; and a prompt output unit 150 that outputs the prompt to the natural language model.
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Citation Information
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