Data providing system and data collection system
AssigneeNEC Corporation
InventorTetsuo Inoshita
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AssigneeNEC Corporation
InventorTetsuo Inoshita
Estimating the term…
Identification means 71 identifies an object indicated by data by applying the data to a model learned by machine learning. Determination means 72 determines whether or not the data is transmission target data to be transmitted to a predetermined computer based on a result obtained by applying the data to the model. Data transmission means 73 transmits the data determined to be the transmission target data to the predetermined computer at a predetermined timing.
A data providing system comprising:
A data providing method comprising:
A non-transitory computer-readable recording medium in which a data providing program is recorded, the data providing program causing a computer to execute:
Dependencies are inferred from the claim text.
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Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or…:…
Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation: generating training…
Based on feedback of a supervisor: the supervisor being an automated module, e.g. intelligent oracle
Architecture, e.g. interconnection topology: convolutional networks [CNN, ConvNet]
About 12 years 2 months of term left · ends 30 Dec 2038 (estimated)
This application is a National Stage of International Application No. PCT/JP2018/017609 filed May 7, 2018.
The present invention relates to a data providing system, a data providing method, and a data providing program for providing data to a predetermined computer, and a data collection system and a data collection method for collecting data from a plurality of data providing systems.
An example of a general identification system is described below. In the general identification system, a model is learned in advance by machine learning by using a group of an image captured by a camera included in the identification system and a label indicating an object appearing in the image as training data. The general identification system identifies the object appearing in the image by applying an image newly captured by the camera to the model.
FIG. 1 It depicts a schematic diagram illustrating a data providing system of the present invention and a collection device that collects data from the data providing system.
FIG. 2 It depicts a block diagram illustrating a configuration example of a data providing system according to a first exemplary embodiment.
FIG. 3 It depicts a schematic diagram illustrating an example of a model generated by a learning unit.
Hereinafter, exemplary embodiments of the present invention will be described with reference to the drawings.
FIG. 1 is a schematic diagram illustrating a data providing system of the present invention and a collection device that collects data from the data providing system. In the example illustrated in FIG. 1, a plurality of data providing systems 100 is provided. A collection device 200 and the plurality of data providing systems 100 can be collectively referred to as a data collection system. The collection device 200 and the plurality of data providing systems 100 are connected so as to be able to communicate with each other via a communication network 500. The plurality of data providing systems 100 has the same configuration.
Each of the individual data providing systems 100 includes a data collection unit (a data collection unit 101 illustrated in FIG. 2 to be described later). The data collection unit (not illustrated in FIG. 1; see FIG. 2 to be described later) of each data providing system 100 is installed at each location at which data is collected. The data collection unit collects data at the installation location of the data collection unit. For example, the data collection unit collects image and audio data at the installation location. The data collection unit is realized by a camera or a microphone. For example, the data collection unit may collect the image by capturing a surveillance location. For example, the audio data may be collected by recording audio at the installation location.