{"id":4304,"date":"2025-06-03T07:02:22","date_gmt":"2025-06-03T07:02:22","guid":{"rendered":"https:\/\/mailitics.com\/index.php\/2025\/06\/03\/vision-transformer-on-a-budget\/"},"modified":"2025-06-03T07:02:22","modified_gmt":"2025-06-03T07:02:22","slug":"vision-transformer-on-a-budget","status":"publish","type":"post","link":"https:\/\/mailitics.com\/index.php\/2025\/06\/03\/vision-transformer-on-a-budget\/","title":{"rendered":"Vision Transformer on a Budget"},"content":{"rendered":"<p>    Vision Transformer on a Budget<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n    <!-- no image --><br \/>\n \t<BR><br \/>\n<BR><\/BR><\/p>\n<div>\n<p>Introduction The vanilla ViT is problematic. If you take a look at the original ViT paper [1], you\u2019ll notice that although this deep learning model proved to work extremely well, it requires hundreds of millions of labeled training images to achieve this.\u200a\u200aWell, that\u2019s a lot.\u00a0 This requirement of an enormous amount of data is definitely [\u2026]<\/p>\n<p>The post <a href=\"https:\/\/towardsdatascience.com\/vision-transformer-on-a-budget\/\">Vision Transformer on a Budget<\/a> appeared first on <a href=\"https:\/\/towardsdatascience.com\/\">Towards Data Science<\/a>.<\/p>\n<\/div>\n<p> \t<BR><br \/>\n <BR><\/BR><br \/>\n    Muhammad Ardi<br \/>\n \t<BR><br \/>\n<BR><\/BR><br \/>\n<a href=\"https:\/\/towardsdatascience.com\/vision-transformer-on-a-budget\/\">Go to original source<\/a><br \/>\n \t<BR><br \/>\n <BR><\/BR><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Vision Transformer on a Budget Introduction The vanilla ViT is problematic. If you take a look at the original ViT paper [1], you\u2019ll notice that although this deep learning model proved to work extremely well, it requires hundreds of millions of labeled training images to achieve this.\u200a\u200aWell, that\u2019s a lot.\u00a0 This requirement of an enormous [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[62,69,221,67,88,1780,2841],"tags":[1432,1963,227],"class_list":["post-4304","post","type-post","status-publish","format-standard","hentry","category-aimldsaimlds","category-artificial-intelligence","category-computer-vision","category-deep-dives","category-deep-learning","category-neural-network","category-vision-transformer","tag-budget","tag-transformer","tag-vision"],"_links":{"self":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/4304"}],"collection":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/comments?post=4304"}],"version-history":[{"count":0,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/posts\/4304\/revisions"}],"wp:attachment":[{"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/media?parent=4304"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/categories?post=4304"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/mailitics.com\/index.php\/wp-json\/wp\/v2\/tags?post=4304"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}