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    <title>topic Solution Accelerator Series | Product Quality Inspection in Community Articles</title>
    <link>https://community.databricks.com/t5/community-articles/solution-accelerator-series-product-quality-inspection/m-p/160993#M1342</link>
    <description>&lt;P&gt;&lt;SPAN&gt;Advances in deep learning have made computer vision a practical approach for product quality inspection. &lt;/SPAN&gt;&lt;STRONG&gt;The Product Quality Inspection Solution Accelerator&lt;/STRONG&gt;&lt;SPAN&gt; shows how organizations can implement an end-to-end computer vision pipeline, build and train deep learning models to classify images and detect product defects, and use Databricks Model Serving to deploy models cost-effectively with optimal performance.&lt;/SPAN&gt;&lt;/P&gt;
&lt;H3&gt;&lt;FONT size="4"&gt;&lt;STRONG&gt;With this Accelerator, you get&lt;/STRONG&gt;&lt;/FONT&gt;&lt;/H3&gt;
&lt;UL&gt;
&lt;LI aria-level="1"&gt;&lt;STRONG&gt;Ready-to-use resources: &lt;/STRONG&gt;&lt;A href="https://d1r5llqwmkrl74.cloudfront.net/notebooks/MFG/cv-quality-inspection/index.html?itm_source=www&amp;amp;itm_category=solutions&amp;amp;itm_page=product-quality-inspection&amp;amp;itm_location=body&amp;amp;itm_component=cta-image-block" target="_blank"&gt;&lt;SPAN&gt;pre-built code, sample data and step-by-step instructions ready to go in a Databricks notebook&lt;/SPAN&gt;&lt;/A&gt;&lt;/LI&gt;
&lt;/UL&gt;
&lt;UL&gt;
&lt;LI aria-level="1"&gt;&lt;STRONG&gt;Implement an end-to-end pipeline: &lt;/STRONG&gt;&lt;SPAN&gt;build a computer vision workflow for product quality inspection.&lt;/SPAN&gt;&lt;/LI&gt;
&lt;/UL&gt;
&lt;UL&gt;
&lt;LI aria-level="1"&gt;&lt;STRONG&gt;Train deep learning models: &lt;/STRONG&gt;&lt;SPAN&gt;classify images and detect product defects.&lt;/SPAN&gt;&lt;/LI&gt;
&lt;/UL&gt;
&lt;UL&gt;
&lt;LI aria-level="1"&gt;&lt;STRONG&gt;Deploy models for production use: &lt;/STRONG&gt;&lt;SPAN&gt;use Databricks Model Serving to deploy models cost-effectively and with optimal performance.&lt;/SPAN&gt;&lt;/LI&gt;
&lt;/UL&gt;
&lt;P class="p8i6j01 paragraph"&gt;&lt;A style="background-color: #ff3621; color: white; padding: 10px 20px; text-decoration: none; border-radius: 5px; font-weight: bold; display: inline-block;" href="https://www.databricks.com/solutions/accelerators/product-quality-inspection?itm_source=www&amp;amp;itm_category=solutions&amp;amp;itm_page=accelerators&amp;amp;itm_location=body&amp;amp;itm_component=general-asset-card&amp;amp;itm_offer=product-quality-inspection" target="_blank" rel="noopener"&gt; &lt;span class="lia-unicode-emoji" title=":link:"&gt;🔗&lt;/span&gt; Launch Solution Accelerator&amp;nbsp;&lt;span class="lia-unicode-emoji" title=":backhand_index_pointing_left:"&gt;👈&lt;/span&gt;&lt;/A&gt;&amp;nbsp;&lt;/P&gt;</description>
    <pubDate>Tue, 30 Jun 2026 17:19:09 GMT</pubDate>
    <dc:creator>Tushar_Parekar</dc:creator>
    <dc:date>2026-06-30T17:19:09Z</dc:date>
    <item>
      <title>Solution Accelerator Series | Product Quality Inspection</title>
      <link>https://community.databricks.com/t5/community-articles/solution-accelerator-series-product-quality-inspection/m-p/160993#M1342</link>
      <description>&lt;P&gt;&lt;SPAN&gt;Advances in deep learning have made computer vision a practical approach for product quality inspection. &lt;/SPAN&gt;&lt;STRONG&gt;The Product Quality Inspection Solution Accelerator&lt;/STRONG&gt;&lt;SPAN&gt; shows how organizations can implement an end-to-end computer vision pipeline, build and train deep learning models to classify images and detect product defects, and use Databricks Model Serving to deploy models cost-effectively with optimal performance.&lt;/SPAN&gt;&lt;/P&gt;
&lt;H3&gt;&lt;FONT size="4"&gt;&lt;STRONG&gt;With this Accelerator, you get&lt;/STRONG&gt;&lt;/FONT&gt;&lt;/H3&gt;
&lt;UL&gt;
&lt;LI aria-level="1"&gt;&lt;STRONG&gt;Ready-to-use resources: &lt;/STRONG&gt;&lt;A href="https://d1r5llqwmkrl74.cloudfront.net/notebooks/MFG/cv-quality-inspection/index.html?itm_source=www&amp;amp;itm_category=solutions&amp;amp;itm_page=product-quality-inspection&amp;amp;itm_location=body&amp;amp;itm_component=cta-image-block" target="_blank"&gt;&lt;SPAN&gt;pre-built code, sample data and step-by-step instructions ready to go in a Databricks notebook&lt;/SPAN&gt;&lt;/A&gt;&lt;/LI&gt;
&lt;/UL&gt;
&lt;UL&gt;
&lt;LI aria-level="1"&gt;&lt;STRONG&gt;Implement an end-to-end pipeline: &lt;/STRONG&gt;&lt;SPAN&gt;build a computer vision workflow for product quality inspection.&lt;/SPAN&gt;&lt;/LI&gt;
&lt;/UL&gt;
&lt;UL&gt;
&lt;LI aria-level="1"&gt;&lt;STRONG&gt;Train deep learning models: &lt;/STRONG&gt;&lt;SPAN&gt;classify images and detect product defects.&lt;/SPAN&gt;&lt;/LI&gt;
&lt;/UL&gt;
&lt;UL&gt;
&lt;LI aria-level="1"&gt;&lt;STRONG&gt;Deploy models for production use: &lt;/STRONG&gt;&lt;SPAN&gt;use Databricks Model Serving to deploy models cost-effectively and with optimal performance.&lt;/SPAN&gt;&lt;/LI&gt;
&lt;/UL&gt;
&lt;P class="p8i6j01 paragraph"&gt;&lt;A style="background-color: #ff3621; color: white; padding: 10px 20px; text-decoration: none; border-radius: 5px; font-weight: bold; display: inline-block;" href="https://www.databricks.com/solutions/accelerators/product-quality-inspection?itm_source=www&amp;amp;itm_category=solutions&amp;amp;itm_page=accelerators&amp;amp;itm_location=body&amp;amp;itm_component=general-asset-card&amp;amp;itm_offer=product-quality-inspection" target="_blank" rel="noopener"&gt; &lt;span class="lia-unicode-emoji" title=":link:"&gt;🔗&lt;/span&gt; Launch Solution Accelerator&amp;nbsp;&lt;span class="lia-unicode-emoji" title=":backhand_index_pointing_left:"&gt;👈&lt;/span&gt;&lt;/A&gt;&amp;nbsp;&lt;/P&gt;</description>
      <pubDate>Tue, 30 Jun 2026 17:19:09 GMT</pubDate>
      <guid>https://community.databricks.com/t5/community-articles/solution-accelerator-series-product-quality-inspection/m-p/160993#M1342</guid>
      <dc:creator>Tushar_Parekar</dc:creator>
      <dc:date>2026-06-30T17:19:09Z</dc:date>
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