{"id":33,"date":"2016-03-10T16:47:05","date_gmt":"2016-03-10T15:47:05","guid":{"rendered":"http:\/\/naolink.com\/?page_id=33"},"modified":"2023-02-17T13:26:39","modified_gmt":"2023-02-17T12:26:39","slug":"sensors","status":"publish","type":"page","link":"https:\/\/naolink.com\/index.php\/sensors\/","title":{"rendered":"AI APPLICATIONS"},"content":{"rendered":"\n
\"\"<\/a><\/figure>\n\n\n\n

The power of AI to the IOT<\/strong><\/mark><\/h3>\n\n\n\n

AI is playing a starring role in IoT because of its ability to quickly wring insights from data, bringing intelligence in the IOT.<\/p>\n\n\n\n

Finding insights in DATA is KEY !<\/span><\/strong><\/p>\n\n\n\n

Machine learning<\/strong>, as good as Deep Learning<\/strong> brings the ability to automatically identify patterns and detect anomalies in the data that smart sensors and devices generate information such as :<\/p>\n\n\n\n

    \n
  • Raw Signals<\/strong>: Temperature, Pressure, Humidity, Air quality, Vibration, Sound.<\/li>\n<\/ul>\n\n\n\n
      \n
    • Video & Imaging<\/strong>: <\/span><\/span>Face or Object detection and recognition, Classification, Segmentation, Localization and Tracking<\/li>\n<\/ul>\n\n\n\n
        \n
      • Also AI technologies increase efficiency in applications such as Writing, Speech recognition and computer Vision<\/strong>, by extracting insight from data that used to require human review.<\/li>\n<\/ul>\n\n\n\n

        Below possible Applications for Artificial Intelligence.<\/span><\/strong><\/p>\n\n\n

        \n
        \"\"<\/figure>\n<\/div>\n\n\n
        \n\n\n\n

        VISION, Image Recognition & Classification<\/strong><\/mark><\/h3>\n\n\n\n

        Detection if the image contains a car, a pedestrian and a bicycle, the detection operation lists these objects and their coordinates in the image.<\/p>\n\n\n\n

        \"\"<\/figure>\n\n\n\n
        \n\n\n\n

        \u00a0<\/span>BCI (Brain Control Interface)<\/strong><\/mark><\/h3>\n\n\n
        \n
        \"\"<\/figure>\n<\/div>\n\n\n
        \n

        Principle:  An electroencephalogram is a measure of the Brain’s voltage fluctuations<\/strong> as detected from scalp electrodes (EEG<\/strong>).<\/p>\n\n\n\n

        Conventional Electroencephalography (EEG)<\/strong> electrodes monitor this activity from outside the skull. <\/p>\n\n\n\n

        User must be able to control the output:<\/p>\n\n\n\n

          \n
        • Continuous EEG output that the user can reliably modify (waves), or<\/li>\n\n\n\n
        • evoke an EEG response with an external stimulus (evoked potential)<\/li>\n<\/ul>\n\n\n\n
          \"\"<\/figure>\n\n\n\n
            \n
          • Sensing Probes<\/strong> are in contact with the skin and measure activity of Neurons<\/strong>.<\/li>\n<\/ul>\n\n\n\n
              \n
            • EEG signals<\/strong> is converted in radioelectric waves and sent to a computer where Algorithms detect Activation<\/strong>.<\/li>\n<\/ul>\n<\/div><\/div>\n\n\n\n

              <\/p>\n\n\n\n

              <\/p>\n\n\n\n

              <\/p>\n","protected":false},"excerpt":{"rendered":"

              The power of AI to the IOT AI is playing a starring role in IoT because of its ability to quickly wring insights from data, bringing intelligence in the IOT. Finding insights in DATA is KEY ! Machine learning, as good as Deep Learning brings the ability to automatically identify patterns and detect anomalies in<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-33","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/naolink.com\/index.php\/wp-json\/wp\/v2\/pages\/33","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/naolink.com\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/naolink.com\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/naolink.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/naolink.com\/index.php\/wp-json\/wp\/v2\/comments?post=33"}],"version-history":[{"count":101,"href":"https:\/\/naolink.com\/index.php\/wp-json\/wp\/v2\/pages\/33\/revisions"}],"predecessor-version":[{"id":1320,"href":"https:\/\/naolink.com\/index.php\/wp-json\/wp\/v2\/pages\/33\/revisions\/1320"}],"wp:attachment":[{"href":"https:\/\/naolink.com\/index.php\/wp-json\/wp\/v2\/media?parent=33"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}