{"version":"1.0","provider_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","provider_url":"https:\/\/fatihsoysal.com\/blog","author_name":"Fatih Soysal","author_url":"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/","title":"G\u00f6rsel-Dil-Eylem Modelleri Nedir ve Neden \u00d6nemlidir?","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"lboYqcqXEX\"><a href=\"https:\/\/fatihsoysal.com\/blog\/gorsel-dil-eylem-modelleri-nedir-ve-neden-onemlidir\/\">G\u00f6rsel-Dil-Eylem Modelleri Nedir ve Neden \u00d6nemlidir?<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/fatihsoysal.com\/blog\/gorsel-dil-eylem-modelleri-nedir-ve-neden-onemlidir\/embed\/#?secret=lboYqcqXEX\" width=\"600\" height=\"338\" title=\"&#8220;G\u00f6rsel-Dil-Eylem Modelleri Nedir ve Neden \u00d6nemlidir?&#8221; &#8212; Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" data-secret=\"lboYqcqXEX\" 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<\/script>\n","description":"G\u00fcn\u00fcm\u00fcz teknolojisinde, makinelerin \u00e7evremizi anlamas\u0131 ve bizimle etkile\u015fim kurmas\u0131, sadece metin veya g\u00f6rsellerle s\u0131n\u0131rl\u0131 kalm\u0131yor. Art\u0131k robotlar, sanal asistanlar ve otonom sistemler gibi uygulamalar, g\u00f6rsel-dil-eylem modelleri sayesinde hem g\u00f6r\u00fcyor, hem anl\u0131yor hem de fiziksel veya dijital eylemler ger\u00e7ekle\u015ftirebiliyor. Peki, bu karma\u015f\u0131k sistemleri belirli bir g\u00f6reve veya ortama nas\u0131l adapte edebiliriz? \u0130\u015fte tam bu noktada, ince ayarlama (fine-tuning) devreye giriyor ve bu g\u00fc\u00e7l\u00fc modellerin potansiyelini tam anlam\u0131yla ortaya \u00e7\u0131karmam\u0131z\u0131 sa\u011fl\u0131yor. Bu makalede, g\u00f6rsel-dil-eylem modellerini ince ayarlaman\u0131n temel prensiplerinden ileri d\u00fczey tekniklerine, ger\u00e7ek d\u00fcnya uygulamalar\u0131ndan kar\u015f\u0131la\u015f\u0131labilecek zorluklara kadar her \u015feyi detayl\u0131 bir \u015fekilde ele alaca\u011f\u0131z."}