{"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":"PyTorch'ta AugMix: Veri Artt\u0131rma Tekni\u011fi","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"jkewzr0lkC\"><a href=\"https:\/\/fatihsoysal.com\/blog\/pytorchta-augmix-veri-arttirma-teknigi\/\">PyTorch&#8217;ta AugMix: Veri Artt\u0131rma Tekni\u011fi<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/fatihsoysal.com\/blog\/pytorchta-augmix-veri-arttirma-teknigi\/embed\/#?secret=jkewzr0lkC\" width=\"600\" height=\"338\" title=\"&#8220;PyTorch&#8217;ta AugMix: Veri Artt\u0131rma Tekni\u011fi&#8221; &#8212; Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" data-secret=\"jkewzr0lkC\" 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":"Derin \u00f6\u011frenme modelleri, \u00f6zellikle g\u00f6r\u00fcnt\u00fc s\u0131n\u0131fland\u0131rma gibi g\u00f6revlerde, b\u00fcy\u00fck miktarda veriyle e\u011fitildi\u011finde en iyi performanslar\u0131n\u0131 sergilerler. Ancak her zaman yeterli miktarda etiketlenmi\u015f veriye sahip olmayabiliriz. Bu noktada, veri artt\u0131rma teknikleri devreye girer. Bu teknikler, mevcut veriden yeni veriler \u00fcreterek modelin e\u011fitim verilerini zenginle\u015ftirir ve genelleme yetene\u011fini art\u0131r\u0131r. Bug\u00fcn, PyTorch \u00e7er\u00e7evesinde olduk\u00e7a etkili bir veri artt\u0131rma tekni\u011fi olan AugMix'i inceleyece\u011fiz."}