METHOD AND DEVICE FOR TRAINING IMAGE ANALYSIS NEURAL NETWORK MODEL AND INTELLIGENT IMAGE CAPTURING APPARATUS EMPLOYING THE SAME

    公开(公告)号:US20210326654A1

    公开(公告)日:2021-10-21

    申请号:US17235537

    申请日:2021-04-20

    Abstract: The present disclosure provides a method and a device for training a neural network model for use in analyzing captured images, and an intelligent image capturing apparatus employing the same. The neural network model can be trained by performing the image reconstruction and the image classification using based on image data received from a plurality of image capturing devices installed in the monitoring area, calculating at least one loss function based on data processed by the neural network model or the neural network model training device, and determining parameters minimizing the loss function. In addition, the neural network model can be updated through the re-training taking into account the newly acquired image data. Accordingly, the image analysis neural network model can operate with high precision and accuracy.

    APPARATUS AND METHOD FOR PERSONALIZED SENSORY MEDIA PLAY BASED ON THE INFERRED RELATIONSHIP BETWEEN SENSORY EFFECTS AND USER'S EMOTIONAL RESPONSES
    3.
    发明申请
    APPARATUS AND METHOD FOR PERSONALIZED SENSORY MEDIA PLAY BASED ON THE INFERRED RELATIONSHIP BETWEEN SENSORY EFFECTS AND USER'S EMOTIONAL RESPONSES 审中-公开
    基于感性效应与用户情绪反应之间的相关关系的个人感觉媒体播放的装置和方法

    公开(公告)号:US20150004576A1

    公开(公告)日:2015-01-01

    申请号:US14224740

    申请日:2014-03-25

    Abstract: The present invention provides an apparatus and method for personalized sensory media play based on the inferred relationship between sensory effects and user's emotional responses. The apparatus for sensory media play comprises a sensory media playing unit playing sensory media, an emotion inference unit inferring an emotional state of a user based on a compound emotional signal of the user measured at the time of playing the sensory media; and a sensory effect determining unit determining a sensory effect property of the sensory media based on the inferred emotional state of the user, where the sensory media playing unit plays the sensory media according to the sensory effect property determined.

    Abstract translation: 本发明提供了一种用于个性化感觉媒体播放的装置和方法,其基于感知效果与用户情绪响应之间的推断关系。 用于感官媒体播放的装置包括播放感官媒体的感官媒体播放单元,基于用户在播放感觉媒体时测量的复合情绪信号来推断用户的情感状态的情绪推理单元; 以及感觉效果确定单元,其基于用户的推定的情绪状态来确定感官媒体的感觉效果特性,其中感觉媒体播放单元根据所确定的感觉效果特性来播放感觉媒体。

    APPARATUS AND METHOD FOR CONTROLLING BUILDING ENERGY
    4.
    发明申请
    APPARATUS AND METHOD FOR CONTROLLING BUILDING ENERGY 审中-公开
    控制建筑能源的装置和方法

    公开(公告)号:US20140303796A1

    公开(公告)日:2014-10-09

    申请号:US14011005

    申请日:2013-08-27

    CPC classification number: G06Q50/06

    Abstract: An apparatus for providing a building energy consumption diagnosis and a real-time commissioning processing, includes a database section configured to store building related information; a real-time commissioning section configured to diagnose energy efficiency and obstruction of the mechanical facilities using the building related information. Further, the apparatus includes a building energy consumption information analysis section configured to determine an energy consumption references and diagnose energy consumption of the buildings to be commissioned using the building related information, the real-time operation information and the measured information on the basis of the determined energy consumption reference.

    Abstract translation: 一种用于提供建筑物能量消耗诊断和实时调试处理的装置,包括被配置为存储建筑物相关信息的数据库部分; 一个实时调试部分,用于使用建筑物相关信息诊断能源效率和阻碍机械设施。 此外,该装置包括建筑物能量消耗信息分析部,其构造为基于建筑物相关信息,实时操作信息和测量信息来确定能量消耗参考并且诊断要投影的建筑物的能量消耗 确定能耗参考。

    APPARATUS AND METHOD FOR EVALUATING ENERGY CONSUMPTION PERFORMANCE OF BUILDING
    5.
    发明申请
    APPARATUS AND METHOD FOR EVALUATING ENERGY CONSUMPTION PERFORMANCE OF BUILDING 审中-公开
    评估建筑物能源消耗性能的装置和方法

    公开(公告)号:US20140107851A1

    公开(公告)日:2014-04-17

    申请号:US13954004

    申请日:2013-07-30

    Abstract: Disclosed are an apparatus and a method for evaluating energy consumption performance of a building according to an operation scheme of a existing building by predicting a reference energy consumption amount based on a building operation condition required for an operation process of the existing building and by comparing the predicted reference energy consumption amount with an actual energy consumption amount.

    Abstract translation: 公开了根据现有建筑物的操作方案来评估建筑物的能量消耗性能的装置和方法,其基于现有建筑物的操作过程所需的建筑物操作条件预测参考能量消耗量,并且通过比较 预测参考能量消耗量与实际能量消耗量。

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