LEARNING SYSTEM, OBJECT DETECTION SYSTEM, LEARNING METHOD, AND COMPUTER PROGRAM

    公开(公告)号:US20230316732A1

    公开(公告)日:2023-10-05

    申请号:US18016579

    申请日:2020-07-27

    Inventor: Takahiro Toizumi

    CPC classification number: G06V10/776 G06T7/11 G06V10/443 G06V2201/02

    Abstract: A learning system includes: an area candidate generation unit that generates an area candidate that is a candidate for an area in which an object is detected from an image; a ground truth area acquisition unit that obtains information about a ground truth area including the object; and a ground truth target generation unit that generates a ground truth target used for learning of an object detection unit that detects the object from the image, on the basis of a score indicating a degree of area matching between the area candidate and the ground truth area and a size of the ground truth area. According to such a learning system, it is possible to properly perform the learning in accordance with the size of the ground truth area.

    Smart reading device for water meter and controlling method thereof

    公开(公告)号:US11702821B2

    公开(公告)日:2023-07-18

    申请号:US17134194

    申请日:2020-12-25

    Inventor: Chan-Ping Po

    CPC classification number: E03B7/072 G01D4/006 G01D4/008 G06V30/10 G06V2201/02

    Abstract: A smart reading device for a water meter and a controlling method thereof are provided. The smart reading device includes a fixing component, a casing, an image capturing component, an image analyzing component, and a transmitting component. The fixing component is used to be fixed onto the water meter. The casing is disposed on the fixing component. The image capturing component is disposed in the casing for capturing a numerical display area of the water meter so as to obtain a water consumption image. The water consumption image is analyzed by the image analyzing component or a relay device to obtain a water consumption value. The transmitting component is used for transmitting the water consumption value or the water consumption image to the relay device.

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