{"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 RandomResizedCrop: G\u00f6r\u00fcnt\u00fc Veri Art\u0131rma Tekni\u011fi","type":"rich","width":600,"height":338,"html":"<blockquote class=\"wp-embedded-content\" data-secret=\"B1SQMGDJjG\"><a href=\"https:\/\/fatihsoysal.com\/blog\/pytorchta-randomresizedcrop-goruntu-veri-artirma-teknigi\/\">PyTorch&#8217;ta RandomResizedCrop: G\u00f6r\u00fcnt\u00fc Veri Art\u0131rma Tekni\u011fi<\/a><\/blockquote><iframe sandbox=\"allow-scripts\" security=\"restricted\" src=\"https:\/\/fatihsoysal.com\/blog\/pytorchta-randomresizedcrop-goruntu-veri-artirma-teknigi\/embed\/#?secret=B1SQMGDJjG\" width=\"600\" height=\"338\" title=\"&#8220;PyTorch&#8217;ta RandomResizedCrop: G\u00f6r\u00fcnt\u00fc Veri Art\u0131rma Tekni\u011fi&#8221; &#8212; Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" data-secret=\"B1SQMGDJjG\" 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 projelerinde, \u00f6zellikle g\u00f6r\u00fcnt\u00fc s\u0131n\u0131fland\u0131rma gibi g\u00f6revlerde, yeterli miktarda veriye sahip olmak hayati \u00f6nem ta\u015f\u0131r. Yetersiz veri, modelin genelleme yetene\u011fini olumsuz etkileyerek performans d\u00fc\u015f\u00fc\u015f\u00fcne yol a\u00e7abilir. Bu sorunun \u00fcstesinden gelmek i\u00e7in kullan\u0131lan etkili y\u00f6ntemlerden biri de veri art\u0131rmad\u0131r. PyTorch, bu konuda zengin bir k\u00fct\u00fcphane sunar ve bu k\u00fct\u00fcphanede RandomResizedCrop fonksiyonu, g\u00f6r\u00fcnt\u00fclerin boyutunu ve konumunu rastgele de\u011fi\u015ftirerek veri \u00e7e\u015fitlili\u011fini art\u0131rmada \u00f6nemli bir rol oynar."}