Information processing system, its control method, and program
By validating and correcting labels in AI datasets, the system enhances AI reliability assessment and performance in real-world applications.
JP2026115990APending Publication Date: 2026-07-09CANON MARKETING JAPAN INC +1
Patent Information
- Authority / Receiving Office
- JP · JP
- Patent Type
- Applications
- Current Assignee / Owner
- CANON MARKETING JAPAN INC
- Filing Date
- 2024-12-27
- Publication Date
- 2026-07-09
Smart Images
Figure 2026115990000001_ABST
Abstract
Even if an AI performs well on an evaluation dataset, it may not achieve the same level of accuracy in real-world applications. In such cases, confidence in the AI diminishes, highlighting the need for a mechanism to develop reliable AI. [Solution] In the label error checking function, the CPU 201 of the client terminal 101 determines whether the label assigned to the object to be detected in the image included in the dataset to be checked is appropriate or not (S603~S608), and controls the display of the image containing the object to be detected that has been assigned an inappropriate label as a result of the determination (S609).
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