{"version":"1.0","provider_name":"AC Repair and Service","provider_url":"https:\/\/www.24x7acservice.com\/blog","author_name":"prince kumar","author_url":"https:\/\/www.24x7acservice.com\/blog\/author\/prince\/","title":"Image Recognition with Deep Learning and Neural Networks - AC Repair and Service","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\"><a href=\"https:\/\/www.24x7acservice.com\/blog\/image-recognition-with-deep-learning-and-neural\/\">Image Recognition with Deep Learning and Neural Networks<\/a><\/blockquote>\n<script type='text\/javascript'>\n<!--\/\/--><![CDATA[\/\/><!--\n\t\t\/*! This file is auto-generated *\/\n\t\t!function(d,l){\"use strict\";var e=!1,n=!1;if(l.querySelector)if(d.addEventListener)e=!0;if(d.wp=d.wp||{},!d.wp.receiveEmbedMessage)if(d.wp.receiveEmbedMessage=function(e){var t=e.data;if(t)if(t.secret||t.message||t.value)if(!\/[^a-zA-Z0-9]\/.test(t.secret)){for(var r,i,a,s=l.querySelectorAll('iframe[data-secret=\"'+t.secret+'\"]'),n=l.querySelectorAll('blockquote[data-secret=\"'+t.secret+'\"]'),o=new RegExp(\"^https?:$\",\"i\"),c=0;c<n.length;c++)n[c].style.display=\"none\";for(c=0;c<s.length;c++)if(r=s[c],e.source===r.contentWindow){if(r.removeAttribute(\"style\"),\"height\"===t.message){if(1e3<(a=parseInt(t.value,10)))a=1e3;else if(~~a<200)a=200;r.height=a}if(\"link\"===t.message)if(i=l.createElement(\"a\"),a=l.createElement(\"a\"),i.href=r.getAttribute(\"src\"),a.href=t.value,o.test(a.protocol))if(a.host===i.host)if(l.activeElement===r)d.top.location.href=t.value}}},e)d.addEventListener(\"message\",d.wp.receiveEmbedMessage,!1),l.addEventListener(\"DOMContentLoaded\",t,!1),d.addEventListener(\"load\",t,!1);function t(){if(!n){n=!0;for(var e,t,r=-1!==navigator.appVersion.indexOf(\"MSIE 10\"),i=!!navigator.userAgent.match(\/Trident.*rv:11\\.\/),a=l.querySelectorAll(\"iframe.wp-embedded-content\"),s=0;s<a.length;s++){if(!(e=a[s]).getAttribute(\"data-secret\"))t=Math.random().toString(36).substr(2,10),e.src+=\"#?secret=\"+t,e.setAttribute(\"data-secret\",t);if(r||i)(t=e.cloneNode(!0)).removeAttribute(\"security\"),e.parentNode.replaceChild(t,e)}}}}(window,document);\n\/\/--><!]]>\n<\/script><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/www.24x7acservice.com\/blog\/image-recognition-with-deep-learning-and-neural\/embed\/\" width=\"600\" height=\"338\" title=\"&#8220;Image Recognition with Deep Learning and Neural Networks&#8221; &#8212; AC Repair and Service\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe>","description":"Image recognition through AI: we are working on this technology for you The convolution layers in each successive layer can recognize more complex, detailed features\u2014visual representations of what the image depicts. The complete pixel matrix is not fed to the CNN directly as it would be hard for the model to extract features and detect [&hellip;]","thumbnail_url":"data:image\/jpeg;base64,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"}