{"version":"1.0","provider_name":"ENSAI","provider_url":"https:\/\/ensai.fr\/en\/","author_name":"Flore Ithor\u00e9-Tilly","author_url":"https:\/\/ensai.fr\/en\/author\/fithore\/","title":"Deep learning to characterize symptoms in plant diseases | ENSAI","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"TsHmdytyjy\"><a href=\"https:\/\/ensai.fr\/en\/projet\/deep-learning-plant-diseases\/\">Deep learning to characterize symptoms in plant diseases<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/ensai.fr\/en\/projet\/deep-learning-plant-diseases\/embed\/#?secret=TsHmdytyjy\" width=\"600\" height=\"338\" title=\"&#8220;Deep learning to characterize symptoms in plant diseases&#8221; &#8212; ENSAI\" data-secret=\"TsHmdytyjy\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\" class=\"wp-embedded-content\"><\/iframe><script type=\"text\/javascript\">\n\/* <![CDATA[ *\/\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:\/\/ensai.fr\/wp-includes\/js\/wp-embed.min.js\n\/* ]]> *\/\n<\/script>\n","thumbnail_url":"https:\/\/ensai.fr\/wp-content\/uploads\/2023\/06\/1.png","thumbnail_width":720,"thumbnail_height":421,"description":"Plant diseases are a major concern for global food security and sustainable agriculture. Timely and accurate diagnosis of plant diseases is essential to prevent their spread and mitigate their impact on crop yields. The use of digital images and deep learning techniques has shown great promise in automating the diagnosis of plant diseases."}