{"version":"1.0","provider_name":"LAB Focus","provider_url":"https:\/\/blogit.lab.fi\/labfocus","author_name":"hannasuu","author_url":"https:\/\/blogit.lab.fi\/labfocus\/author\/hannasuu\/","title":"Vikojen ennakointia TinyML:ll\u00e4 - LAB Focus","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"XGxAr9hkKc\"><a href=\"https:\/\/blogit.lab.fi\/labfocus\/vikojen-ennakointia-tinymllla\/\">Vikojen ennakointia TinyML:ll\u00e4<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/blogit.lab.fi\/labfocus\/vikojen-ennakointia-tinymllla\/embed\/#?secret=XGxAr9hkKc\" width=\"600\" height=\"338\" title=\"&#8221;Vikojen ennakointia TinyML:ll\u00e4&#8221; &#8212; LAB Focus\" data-secret=\"XGxAr9hkKc\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script>\n\/*! This file is auto-generated *\/\n!function(d,l){\"use strict\";l.querySelector&&d.addEventListener&&\"undefined\"!=typeof URL&&(d.wp=d.wp||{},d.wp.receiveEmbedMessage||(d.wp.receiveEmbedMessage=function(e){var t=e.data;if((t||t.secret||t.message||t.value)&&!\/[^a-zA-Z0-9]\/.test(t.secret)){for(var s,r,n,a=l.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),o=l.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),c=new RegExp(\"^https?:$\",\"i\"),i=0;i<o.length;i++)o[i].style.display=\"none\";for(i=0;i<a.length;i++)s=a[i],e.source===s.contentWindow&&(s.removeAttribute(\"style\"),\"height\"===t.message?(1e3<(r=parseInt(t.value,10))?r=1e3:~~r<200&&(r=200),s.height=r):\"link\"===t.message&&(r=new URL(s.getAttribute(\"src\")),n=new URL(t.value),c.test(n.protocol))&&n.host===r.host&&l.activeElement===s&&(d.top.location.href=t.value))}},d.addEventListener(\"message\",d.wp.receiveEmbedMessage,!1),l.addEventListener(\"DOMContentLoaded\",function(){for(var e,t,s=l.querySelectorAll(\"iframe.wp-embedded-content\"),r=0;r<s.length;r++)(t=(e=s[r]).getAttribute(\"data-secret\"))||(t=Math.random().toString(36).substring(2,12),e.src+=\"#?secret=\"+t,e.setAttribute(\"data-secret\",t)),e.contentWindow.postMessage({message:\"ready\",secret:t},\"*\")},!1)))}(window,document);\n\/\/# sourceURL=https:\/\/blogit.lab.fi\/labfocus\/wp-includes\/js\/wp-embed.min.js\n<\/script>\n","thumbnail_url":"https:\/\/blogit.lab.fi\/labfocus\/wp-content\/uploads\/sites\/8\/2023\/08\/392_2023_Vikojen-ennakointia-TinyMLlla_Kuva1.jpg","thumbnail_width":1280,"thumbnail_height":640,"description":"Kiinteist\u00f6t ovat p\u00e4iv\u00e4 p\u00e4iv\u00e4lt\u00e4 \u00e4lykk\u00e4\u00e4mpi\u00e4. Niiden prosesseja ja olosuhteita seurataan ja ohjataan useilla taloteknisill\u00e4 j\u00e4rjestelmill\u00e4 ja dataa analysoidaan pilvess\u00e4 ja kent\u00e4ll\u00e4 dataa ker\u00e4\u00e4vill\u00e4 ja prosessoivilla reunalaitteilla. Analytiikalla datasta l\u00f6ydet\u00e4\u00e4n kuvioita, joita ihmisen olisi vaikeaa tai mahdotonta huomata ja n\u00e4in tehostetaan kiinteist\u00f6huoltoa. \u00c4lyk\u00e4s analytiikka Kiinteist\u00f6jen optimaalisen toiminnan kannalta on t\u00e4rke\u00e4\u00e4, ett\u00e4 prosessit toimivat suunnitellusti. Jos jokin [&hellip;]"}