Запись открытого урока курса «Компьютерное зрение»
На открытом уроке обсудили постановку задачи, нахождение аномалий в разных распределениях, SVD-feature extraction, Autoencoder, PaDiM.
Спикер: Артем Васильев
Ведущий Инженер Разработки ПАО Сбербанк
2026-03-10 21:25
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<h1 class="post-title">
Anomaly Detection
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<a href="https://otus.ru/journal/anomaly-detection/" class="date-link" data-wpel-link="internal"><time class="post-date">22 июля, 2022</time></a>
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<p class="ez-toc-title " >Содержание</p>
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<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class="ez-toc-link ez-toc-heading-1" href="#%D0%97%D0%B0%D0%BF%D0%B8%D1%81%D1%8C_%D0%BE%D1%82%D0%BA%D1%80%D1%8B%D1%82%D0%BE%D0%B3%D0%BE_%D1%83%D1%80%D0%BE%D0%BA%D0%B0_%D0%BA%D1%83%D1%80%D1%81%D0%B0_%C2%AB%D0%9A%D0%BE%D0%BC%D0%BF%D1%8C%D1%8E%D1%82%D0%B5%D1%80%D0%BD%D0%BE%D0%B5_%D0%B7%D1%80%D0%B5%D0%BD%D0%B8%D0%B5%C2%BB" title="Запись открытого урока курса «Компьютерное зрение»">Запись открытого урока курса «Компьютерное зрение»</a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class="ez-toc-link ez-toc-heading-2" href="#%D0%A7%D0%B8%D1%82%D0%B0%D0%B9%D1%82%D0%B5_%D0%BD%D0%B0_%D0%A5%D0%B0%D0%B1%D1%80" title="Читайте на Хабр:">Читайте на Хабр:</a></li></ul></li></ul></li></ul></nav></div>
<h2 class="wp-block-heading"><span class="ez-toc-section" id="%D0%97%D0%B0%D0%BF%D0%B8%D1%81%D1%8C_%D0%BE%D1%82%D0%BA%D1%80%D1%8B%D1%82%D0%BE%D0%B3%D0%BE_%D1%83%D1%80%D0%BE%D0%BA%D0%B0_%D0%BA%D1%83%D1%80%D1%81%D0%B0_%C2%AB%D0%9A%D0%BE%D0%BC%D0%BF%D1%8C%D1%8E%D1%82%D0%B5%D1%80%D0%BD%D0%BE%D0%B5_%D0%B7%D1%80%D0%B5%D0%BD%D0%B8%D0%B5%C2%BB"></span>Запись открытого урока курса<a href="https://otus.ru/lessons/cv/?utm_source=oj&utm_medium=affilate&utm_campaign=cv&mxm=[[hash_metrika]]&relogin=True&token=[[token]]" target="_blank" rel="noreferrer noopener nofollow external" data-wpel-link="external" class="wpel-icon-right"> «Компьютерное зрение»<span class="wpel-icon wpel-image wpel-icon-6"></span></a><span class="ez-toc-section-end"></span></h2>
<figure class="wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio"><div class="wp-block-embed__wrapper">
<iframe title="Демо-занятие курса «Компьютерное зрение»" width="770" height="433" src="https://www.youtube.com/embed/dEcieozBktE?feature=oembed" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
</div></figure>
<p>На открытом уроке обсудили постановку задачи, нахождение аномалий в разных распределениях, SVD-feature extraction, Autoencoder, PaDiM.</p>
<div class="wp-block-columns are-vertically-aligned-center is-layout-flex wp-container-core-columns-layout-2 wp-block-columns-is-layout-flex">
<div class="wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow" style="flex-basis:15%">
<div class="wp-block-image"><figure class="aligncenter size-large"><img decoding="async" width="80" height="80" src="https://otus.ru/journal/wp-content/uploads/2022/07/Artem-Vasilev_80h80.png" alt="Anomaly Detection" class="wp-image-4098"/></figure></div>
</div>
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<div class="wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow" style="flex-basis:55%">
<p class="has-text-align-left" style="line-height:1.5"><strong>Спикер: Артем Васильев</strong> </p>
<p class="has-text-align-left" style="line-height:1.5">Ведущий Инженер Разработки ПАО Сбербанк</p>
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<h4 class="wp-block-heading"><span class="ez-toc-section" id="%D0%A7%D0%B8%D1%82%D0%B0%D0%B9%D1%82%D0%B5_%D0%BD%D0%B0_%D0%A5%D0%B0%D0%B1%D1%80"></span>Читайте на Хабр:<span class="ez-toc-section-end"></span></h4>
<p><a href="https://habr.com/ru/company/otus/blog/654279/" data-wpel-link="external" target="_blank" rel="nofollow external noopener noreferrer" class="wpel-icon-right">Обзор — ConvNet для 2020<span class="wpel-icon wpel-image wpel-icon-6"></span></a></p>
<p><a href="https://habr.com/ru/company/otus/blog/654767/" data-wpel-link="external" target="_blank" rel="nofollow external noopener noreferrer" class="wpel-icon-right">Anomaly Detection<span class="wpel-icon wpel-image wpel-icon-6"></span></a></p>
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