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  <title>Imlab News</title>
  <link href="https://github.com/imlab3797/imlab3797.github.io"/>
  <link type="application/atom+xml" rel="self" href="https://github.com/imlab3797/imlab3797.github.io/news.xml"/>
  <updated>2026-03-24T11:40:46+00:00</updated>
  <id>https://github.com/imlab3797/imlab3797.github.io</id>
  <author>
    <name>Myeongseok Ryu</name>
    <email>dding_98@kaist.ac.kr</email>
  </author>

  
  <entry>
    <id>https://github.com/imlab3797/imlab3797.github.io/2026/02/23/artificial-intelligence-review-paper</id>
    <link type="text/html" rel="alternate" href="https://github.com/imlab3797/imlab3797.github.io/2026/02/23/artificial-intelligence-review-paper/"/>
    <title>Quality over quantity: a data-centric survey of annotation errors in object detection datasets</title>
    <published>2026-02-23T00:00:00+00:00</published>
    <updated>2026-02-23T00:00:00+00:00</updated>
    <author>
      <name>Adnan Hussain</name>
      <uri>/2026/02/23/artificial-intelligence-review-paper/</uri>
    </author>
    <content type="html">&lt;div class=&quot;container-fluid&quot;&gt;

  &lt;p&gt;We are pleased to share our recent journal publication titled&lt;br /&gt;
&lt;strong&gt;“Quality over quantity: a data-centric survey of annotation errors in object detection datasets”&lt;/strong&gt;,&lt;br /&gt;
published in &lt;strong&gt;Artificial Intelligence Review&lt;/strong&gt;.&lt;/p&gt;

  &lt;p&gt;
This paper provides a comprehensive data-centric analysis of annotation errors in object detection datasets, highlighting their impact on model performance and proposing best practices for dataset quality improvement.
&lt;/p&gt;

  &lt;div style=&quot;text-align: center;&quot;&gt;

    &lt;p&gt;&lt;img class=&quot;img-fluid&quot; src=&quot;/static/posts/Quality_paper.png&quot; style=&quot;width: 60%; height: auto;&quot; /&gt;&lt;/p&gt;
  &lt;/div&gt;

&lt;/div&gt;
</content>
  </entry>
  
  <entry>
    <id>https://github.com/imlab3797/imlab3797.github.io/2025/12/18/IeJu-Conference</id>
    <link type="text/html" rel="alternate" href="https://github.com/imlab3797/imlab3797.github.io/2025/12/18/IeJu-Conference/"/>
    <title>Standard Certification Safety Society Conference (2025)</title>
    <published>2025-12-18T00:00:00+00:00</published>
    <updated>2025-12-18T00:00:00+00:00</updated>
    <author>
      <name>Adnan Hussain</name>
      <uri>/2025/12/18/IeJu-Conference/</uri>
    </author>
    <content type="html">&lt;div class=&quot;container-fluid&quot;&gt;

  &lt;p&gt;We participated in the Standard Certification Safety Society Conference &lt;strong&gt;2025 International Conference in JeJu, Island&lt;/strong&gt;, from &lt;strong&gt;October 29 to December 2, 2025&lt;/strong&gt; at JeJu International University.&lt;/p&gt;

  &lt;div style=&quot;text-align: center;&quot;&gt;

    &lt;p&gt;&lt;img class=&quot;img-fluid&quot; src=&quot;/static/posts/jeju.png&quot; style=&quot;width: 60%; height: auto;&quot; /&gt;&lt;/p&gt;
  &lt;/div&gt;
&lt;/div&gt;
&lt;p&gt;–&amp;gt;&lt;/p&gt;
</content>
  </entry>
  
 
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